Commit Inicial

.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+.idea
+.vscode
+.pre-commit-config.yaml
+experimentation/.myconfig

LICENSE

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+MIT License
+
+Copyright (c) 2020 Doctorado-ML
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

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+# stree_datasets
+Datasets used to test Stree

analysis.py

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+import sweetviz as sv
+import pandas as pd
+import numpy as np
+from experimentation import Dataset
+
+
+def dataframe(X, y):
+    label = y.reshape(-1, 1)
+    return pd.DataFrame(np.concatenate((X, label), axis=1))
+
+
+# datasets = Dataset()
+# for dataset in datasets:
+#     if dataset[0] > "usps" and dataset[0] != "usps":
+#         data = dataframe(*datasets.load(dataset[0]))
+#         print(dataset[0], data.shape)
+#         report = sv.analyze(source=[data, dataset[0]])
+#         report.show_html(f"html/{dataset[0]}.html")
+
+# datasets = Dataset()
+# for dataset in ['mnist', 'protein', 'usps', 'shuttle']:
+#     data = dataframe(*datasets.load(dataset))
+#     print(dataset, data.shape)
+#     report = sv.analyze(source=[data, dataset], pairwise_analysis="off")
+#     report.show_html(f"html/{dataset}.html")
+
+datasets = Dataset(normalize=True)
+for dataset in ["shuttle"]:
+    data = dataframe(*datasets.load(dataset))
+    print(dataset, data.shape)
+    report = sv.analyze(source=[data, dataset], pairwise_analysis="off")
+    report.show_html(f"html/{dataset}.html")

cross_all.py

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+import argparse
+from typing import Tuple
+
+from experimentation.Sets import Datasets
+from experimentation import Experiment
+
+
+def parse_arguments() -> Tuple[str, str, str, bool, bool]:
+    ap = argparse.ArgumentParser()
+    ap.add_argument(
+        "-H",
+        "--host",
+        type=str,
+        choices=["develop", "galgo"],
+        required=False,
+        default="develop",
+    )
+    ap.add_argument(
+        "-m",
+        "--model",
+        type=str,
+        choices=["stree", "adaBoost", "bagging", "odte"],
+        required=False,
+        default="stree",
+    )
+    ap.add_argument(
+        "-S",
+        "--set-of-files",
+        type=str,
+        choices=["aaai", "tanveer"],
+        required=False,
+        default="aaai",
+    )
+    args = ap.parse_args()
+    return (
+        args.host,
+        args.model,
+        args.set_of_files,
+    )
+
+
+(
+    host,
+    model,
+    set_of_files,
+) = parse_arguments()
+datasets = Datasets(False, False, set_of_files)
+clf = None
+experiment = Experiment(
+    random_state=1, model=model, host=host, set_of_files=set_of_files
+)
+for dataset in datasets:
+    print(f"-Cross validation on {dataset[0]}")
+    experiment.cross_validation(dataset[0])

data/.gitattributes

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+*npy filter=lfs diff=lfs merge=lfs -text
+*csv filter=lfs diff=lfs merge=lfs -text

data/results/.gitignore

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+*.sqlite3
+*.ant

data/tanveer/abalone/abalone.cost

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+% Rows	Columns
+3	3
+% Matrix elements
+ 0.0	 1.0	 1.0	
+ 1.0	 0.0	 1.0	
+ 1.0	 1.0	 0.0	

data/tanveer/abalone/abalone.names

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+1. Title of Database: Abalone data
+
+2. Sources:
+
+   (a) Original owners of database:
+	Marine Resources Division
+	Marine Research Laboratories - Taroona
+	Department of Primary Industry and Fisheries, Tasmania
+	GPO Box 619F, Hobart, Tasmania 7001, Australia
+	(contact: Warwick Nash +61 02 277277, wnash@dpi.tas.gov.au)
+
+   (b) Donor of database:
+	Sam Waugh (Sam.Waugh@cs.utas.edu.au)
+	Department of Computer Science, University of Tasmania
+	GPO Box 252C, Hobart, Tasmania 7001, Australia
+
+   (c) Date received: December 1995
+
+
+3. Past Usage:
+
+   Sam Waugh (1995) "Extending and benchmarking Cascade-Correlation", PhD
+   thesis, Computer Science Department, University of Tasmania.
+
+   -- Test set performance (final 1044 examples, first 3133 used for training):
+	24.86% Cascade-Correlation (no hidden nodes)
+	26.25% Cascade-Correlation (5 hidden nodes)
+	21.5%  C4.5
+	 0.0%  Linear Discriminate Analysis
+	 3.57% k=5 Nearest Neighbour
+      (Problem encoded as a classification task)
+
+   -- Data set samples are highly overlapped.  Further information is required
+	to separate completely using affine combinations.  Other restrictions
+	to data set examined.
+
+   David Clark, Zoltan Schreter, Anthony Adams "A Quantitative Comparison of
+   Dystal and Backpropagation", submitted to the Australian Conference on
+   Neural Networks (ACNN'96). Data set treated as a 3-category classification
+   problem (grouping ring classes 1-8, 9 and 10, and 11 on).
+
+   -- Test set performance (3133 training, 1044 testing as above):
+	64%    Backprop
+	55%    Dystal
+   -- Previous work (Waugh, 1995) on same data set:
+	61.40% Cascade-Correlation (no hidden nodes)
+	65.61% Cascade-Correlation (5 hidden nodes)
+	59.2%  C4.5
+	32.57% Linear Discriminate Analysis
+	62.46% k=5 Nearest Neighbour
+
+
+4. Relevant Information Paragraph:
+
+   Predicting the age of abalone from physical measurements.  The age of
+   abalone is determined by cutting the shell through the cone, staining it,
+   and counting the number of rings through a microscope -- a boring and
+   time-consuming task.  Other measurements, which are easier to obtain, are
+   used to predict the age.  Further information, such as weather patterns
+   and location (hence food availability) may be required to solve the problem.
+
+   From the original data examples with missing values were removed (the
+   majority having the predicted value missing), and the ranges of the
+   continuous values have been scaled for use with an ANN (by dividing by 200).
+
+   Data comes from an original (non-machine-learning) study:
+
+	Warwick J Nash, Tracy L Sellers, Simon R Talbot, Andrew J Cawthorn and
+	Wes B Ford (1994) "The Population Biology of Abalone (_Haliotis_
+	species) in Tasmania. I. Blacklip Abalone (_H. rubra_) from the North
+	Coast and Islands of Bass Strait", Sea Fisheries Division, Technical
+	Report No. 48 (ISSN 1034-3288)
+
+
+5. Number of Instances: 4177
+
+
+6. Number of Attributes: 8
+
+
+7. Attribute information:
+
+   Given is the attribute name, attribute type, the measurement unit and a
+   brief description.  The number of rings is the value to predict: either
+   as a continuous value or as a classification problem.
+
+	Name		Data Type	Meas.	Description
+	----		---------	-----	-----------
+	Sex		nominal			M, F, and I (infant)
+	Length		continuous	mm	Longest shell measurement
+	Diameter	continuous	mm	perpendicular to length
+	Height		continuous	mm	with meat in shell
+	Whole weight	continuous	grams	whole abalone
+	Shucked weight	continuous	grams	weight of meat
+	Viscera weight	continuous	grams	gut weight (after bleeding)
+	Shell weight	continuous	grams	after being dried
+	Rings		integer			+1.5 gives the age in years
+
+   Statistics for numeric domains:
+
+		Length	Diam	Height	Whole	Shucked	Viscera	Shell	Rings
+	Min	0.075	0.055	0.000	0.002	0.001	0.001	0.002	    1
+	Max	0.815	0.650	1.130	2.826	1.488	0.760	1.005	   29
+	Mean	0.524	0.408	0.140	0.829	0.359	0.181	0.239	9.934
+	SD	0.120	0.099	0.042	0.490	0.222	0.110	0.139	3.224
+	Correl	0.557	0.575	0.557	0.540	0.421	0.504	0.628	  1.0
+
+
+8. Missing Attribute Values: None
+
+
+9. Class Distribution:
+
+	Class	Examples
+	-----	--------
+	1	1
+	2	1
+	3	15
+	4	57
+	5	115
+	6	259
+	7	391
+	8	568
+	9	689
+	10	634
+	11	487
+	12	267
+	13	203
+	14	126
+	15	103
+	16	67
+	17	58
+	18	42
+	19	32
+	20	26
+	21	14
+	22	6
+	23	9
+	24	2
+	25	1
+	26	1
+	27	2
+	29	1
+	-----	----
+	Total	4177

data/tanveer/abalone/abalone.txt

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+n_entradas= 8
+n_clases= 3
+n_arquivos= 1
+fich1= abalone_R.dat
+n_patrons1= 4177
+n_patrons_entrena= 2089
+n_patrons_valida= 2088
+n_conxuntos= 1

data/tanveer/abalone/le_datos.m

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+% abalone
+printf('lendo problema abalone ...\n')
+n_entradas= 8; n_clases= 3; n_fich= 1; fich{1}= 'abalone.data'; n_patrons(1)= 4177;
+
+x = zeros(1, n_patrons, n_entradas); cl= zeros(1, n_patrons);
+
+f=fopen(fich, 'r');
+if -1==f
+  error('erro en fopen abrindo %s\n', fich);
+end
+for i=1:n_patrons
+  fprintf(2,'%5.1f%%\r', 100*i/n_patrons(1));
+  t = fscanf(f, '%c', 1);
+  switch t
+  case 'M'
+	x(1,i,1)=-1;
+  case 'F'
+	x(1,i,1)=0;
+  case 'I'
+	x(1,i,1)=1;
+  end
+  for j=2:n_entradas
+	fscanf(f,'%c',1); x(1,i,j) = fscanf(f,'%f', 1); 
+  end
+  fscanf(f,'%c',1); t = fscanf(f,'%i', 1);
+  if t < 9
+	cl(1,i)=0;
+  elseif t < 11
+	cl(1,i)=1;
+  else
+	cl(1,i)=2;
+  end
+  fscanf(f,'%c',1);
+%    disp(x(1,i,:)); disp(cl(1,i))
+end
+fclose(f);

data/tanveer/acute-inflammation/acute-inflammation.arff

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+@relation acute-inflammation
+@attribute 'f1' real
+@attribute 'f2' real
+@attribute 'f3' real
+@attribute 'f4' real
+@attribute 'f5' real
+@attribute 'f6' real
+@attribute 'clase' {0,1}
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data/tanveer/acute-inflammation/acute-inflammation.cost

@@ -0,0 +1,5 @@
+% Rows	Columns
+2	2
+% Matrix elements
+ 0.0	 1.0	
+ 1.0	 0.0	

data/tanveer/acute-inflammation/acute-inflammation.txt

@@ -0,0 +1,8 @@
+n_entradas= 6
+n_clases= 2
+n_arquivos= 1
+fich1= acute-inflammation_R.dat
+n_patrons1= 120
+n_patrons_entrena= 60
+n_patrons_valida= 60
+n_conxuntos= 1

data/tanveer/acute-inflammation/acute-inflammation_R.dat

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data/tanveer/acute-inflammation/conxuntos.dat

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data/tanveer/acute-inflammation/conxuntos_kfold.dat

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data/tanveer/acute-inflammation/diagnosis.data

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+37.6	no	no	yes	yes	yes	yes	no
+37.7	no	no	yes	yes	no	yes	no
+37.7	no	no	yes	yes	no	yes	no
+37.7	no	yes	no	no	no	no	no
+37.7	no	no	yes	no	no	yes	no
+37.8	no	yes	no	no	no	no	no
+37.8	no	no	yes	yes	yes	yes	no
+37.8	no	no	yes	no	no	yes	no
+37.9	no	no	yes	yes	no	yes	no
+37.9	no	no	yes	yes	no	yes	no
+37.9	no	yes	no	no	no	no	no
+37.9	no	no	yes	yes	yes	yes	no
+37.9	no	no	yes	no	no	yes	no
+38.0	no	yes	yes	no	yes	no	yes
+38.0	no	yes	yes	no	yes	no	yes
+38.1	no	yes	yes	no	yes	no	yes
+38.3	no	yes	yes	no	yes	no	yes
+38.5	no	yes	yes	no	yes	no	yes
+38.7	no	yes	yes	no	yes	no	yes
+38.9	no	yes	yes	no	yes	no	yes
+39.0	no	yes	yes	no	yes	no	yes
+39.4	no	yes	yes	no	yes	no	yes
+39.7	no	yes	yes	no	yes	no	yes
+40.0	yes	yes	yes	yes	yes	yes	yes
+40.0	yes	yes	yes	yes	yes	yes	yes
+40.0	yes	yes	yes	yes	no	yes	yes
+40.0	no	no	no	no	no	no	no
+40.0	no	no	no	no	no	no	no
+40.0	yes	yes	no	yes	no	no	yes
+40.0	yes	yes	no	yes	no	no	yes
+40.0	no	yes	yes	no	yes	no	yes
+40.1	yes	yes	yes	yes	no	yes	yes
+40.2	yes	yes	yes	yes	yes	yes	yes
+40.2	no	no	no	no	no	no	no
+40.2	yes	yes	no	yes	no	no	yes
+40.3	no	yes	yes	no	yes	no	yes
+40.4	yes	yes	yes	yes	yes	yes	yes
+40.4	yes	yes	yes	yes	no	yes	yes
+40.4	yes	yes	yes	yes	no	yes	yes
+40.4	no	no	no	no	no	no	no
+40.4	yes	yes	no	yes	no	no	yes
+40.5	yes	yes	yes	yes	no	yes	yes
+40.6	yes	yes	yes	yes	yes	yes	yes
+40.6	no	no	no	no	no	no	no
+40.6	yes	yes	no	yes	no	no	yes
+40.7	yes	yes	yes	yes	yes	yes	yes
+40.7	yes	yes	yes	yes	no	yes	yes
+40.7	no	no	no	no	no	no	no
+40.7	yes	yes	no	yes	no	no	yes
+40.7	no	yes	yes	no	yes	no	yes
+40.8	no	yes	yes	no	yes	no	yes
+40.9	yes	yes	yes	yes	no	yes	yes
+40.9	yes	yes	yes	yes	no	yes	yes
+40.9	no	yes	yes	no	yes	no	yes
+41.0	yes	yes	yes	yes	yes	yes	yes
+41.0	no	no	no	no	no	no	no
+41.0	yes	yes	no	yes	no	no	yes
+41.0	no	yes	yes	no	yes	no	yes
+41.1	yes	yes	yes	yes	yes	yes	yes
+41.1	yes	yes	yes	yes	no	yes	yes
+41.1	no	no	no	no	no	no	no
+41.1	yes	yes	no	yes	no	no	yes
+41.1	no	yes	yes	no	yes	no	yes
+41.2	yes	yes	yes	yes	yes	yes	yes
+41.2	no	no	no	no	no	no	no
+41.2	yes	yes	no	yes	no	no	yes
+41.2	no	yes	yes	no	yes	no	yes
+41.3	yes	yes	yes	yes	no	yes	yes
+41.4	no	yes	yes	no	yes	no	yes
+41.5	no	no	no	no	no	no	no
+41.5	yes	yes	no	yes	no	no	yes
+41.5	no	yes	yes	no	yes	no	yes
+41.5	no	yes	yes	no	yes	no	yes

data/tanveer/acute-inflammation/diagnosis.names

@@ -0,0 +1,109 @@
+Title: Acute Inflammations
+
+Abstract: The data was created by a medical expert as a data set to test 
+the expert system, which will perform the presumptive diagnosis of two 
+diseases of the urinary system.
+	
+----------------------------------------------------------------------------
+
+Data Set Characteristics:  Multivariate
+Attribute Characteristics: Categorical, Integer
+Associated Tasks: Classification
+Number of Instances: 120
+Number of Attributes: 6
+Missing Values? No
+Area: Life
+Date Donated: 2009-02-11
+
+----------------------------------------------------------------------------
+
+Source:
+
+Jacek Czerniak, Ph.D., Assistant Professor
+Systems Research Institute
+Polish Academy of Sciences
+Laboratory of Intelligent Systems
+ul. Newelska 6, Room 218
+01-447 Warszawa, Poland
+e-mail: jacek.czerniak 'at' ibspan.waw.pl or jczerniak 'at' ukw.edu.pl 
+
+----------------------------------------------------------------------------
+
+
+Data Set Information:
+
+The main idea of this data set is to prepare the algorithm of the expert 
+system, which will perform the presumptive diagnosis of two diseases of 
+urinary system. It will be the example of diagnosing of the acute 
+inflammations of urinary bladder and acute nephritises. For better 
+understanding of the problem let us consider definitions of both 
+diseases given by medics. Acute inflammation of urinary bladder is
+characterised by sudden occurrence of pains in the abdomen region and 
+the urination in form of constant urine pushing, micturition pains and 
+sometimes lack of urine keeping. Temperature of the body is rising, 
+however most often not above 38C. The excreted urine is turbid and 
+sometimes bloody. At proper treatment, symptoms decay usually within 
+several days. However, there is inclination to returns. At persons with 
+acute inflammation of urinary bladder, we should expect that the illness 
+will turn into protracted form.
+
+Acute nephritis of renal pelvis origin occurs considerably more often at 
+women than at men. It begins with sudden fever, which reaches, and 
+sometimes exceeds 40C. The fever is accompanied by shivers and one- or 
+both-side lumbar pains, which are sometimes very strong. Symptoms of 
+acute inflammation of urinary bladder appear very often. Quite not 
+infrequently there are nausea and vomiting and spread pains of whole 
+abdomen.
+
+The data was created by a medical expert as a data set to test the 
+expert system, which will perform the presumptive diagnosis of two 
+diseases of urinary system. The basis for rules detection was Rough Sets 
+Theory. Each instance represents an potential patient.
+
+The data is in an ASCII file. Attributes are separated by TAB. Each line 
+of the data file starts with a digit which tells the temperature of patient.
+
+-- Attribute lines:
+For example, '35,9 no no yes yes yes yes no'
+Where:
+'35,9' Temperature of patient
+'no' Occurrence of nausea
+'no' Lumbar pain
+'yes' Urine pushing (continuous need for urination)
+'yes' Micturition pains
+'yes' Burning of urethra, itch, swelling of urethra outlet
+'yes' decision: Inflammation of urinary bladder
+'no' decision: Nephritis of renal pelvis origin 
+
+----------------------------------------------------------------------------
+
+Attribute Information:
+
+a1 Temperature of patient { 35C-42C }
+a2 Occurrence of nausea { yes, no }
+a3 Lumbar pain { yes, no }
+a4 Urine pushing (continuous need for urination) { yes, no }
+a5 Micturition pains { yes, no }
+a6 Burning of urethra, itch, swelling of urethra outlet { yes, no }
+d1 decision: Inflammation of urinary bladder { yes, no }
+d2 decision: Nephritis of renal pelvis origin { yes, no } 
+
+----------------------------------------------------------------------------
+
+Relevant Papers:
+
+J.Czerniak, H.Zarzycki, Application of rough sets in the presumptive 
+diagnosis of urinary system diseases, Artifical Inteligence and Security 
+in Computing Systems, ACS'2002 9th International Conference Proceedings, 
+Kluwer Academic Publishers,2003, pp. 41-51
+
+----------------------------------------------------------------------------
+
+Citation Request:
+
+Please cite:
+
+J.Czerniak, H.Zarzycki, Application of rough sets in the presumptive 
+diagnosis of urinary system diseases, Artifical Inteligence and Security 
+in Computing Systems, ACS'2002 9th International Conference Proceedings, 
+Kluwer Academic Publishers,2003, pp. 41-51 

data/tanveer/acute-inflammation/le_datos.m

@@ -0,0 +1,30 @@
+% acute
+printf('lendo problema acute ...\n');
+n_entradas= 6; n_clases= 2; n_fich= 1; fich{1}= 'diagnosis.data'; n_patrons(1)= 120;
+
+x = zeros(1, n_patrons, n_entradas); cl= zeros(1, n_patrons);
+
+f=fopen(fich, 'r');
+if -1==f
+  error('erro en fopen abrindo %s\n', fich);
+end
+for i=1:n_patrons
+  fprintf(2,'%5.1f%%\r', 100*i/n_patrons(1));
+  x(1,i,1) = fscanf(f, '%g', 1);
+  for j=2:n_entradas
+	t = fscanf(f,'%s', 1);
+	if strcmp(t, 'no')
+	  x(1,i,j)=-1;
+	else
+	  x(1,i,j)=1;
+	end
+  end
+  t = fscanf(f,'%s', 1);
+  if strcmp(t, 'no')
+	cl(1,i)=0;
+  else
+	cl(1,i)=1;
+  end
+  fscanf(f,'%s',1);
+end
+fclose(f);

data/tanveer/acute-nephritis/acute-nephritis.arff

@@ -0,0 +1,129 @@
+@relation acute-nephritis
+@attribute 'f1' real
+@attribute 'f2' real
+@attribute 'f3' real
+@attribute 'f4' real
+@attribute 'f5' real
+@attribute 'f6' real
+@attribute 'clase' {0,1}
+@data
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data/tanveer/acute-nephritis/acute-nephritis.cost

@@ -0,0 +1,5 @@
+% Rows	Columns
+2	2
+% Matrix elements
+ 0.0	 1.0	
+ 1.0	 0.0	

data/tanveer/acute-nephritis/acute-nephritis.txt

@@ -0,0 +1,8 @@
+n_entradas= 6
+n_clases= 2
+n_arquivos= 1
+fich1= acute-nephritis_R.dat
+n_patrons1= 120
+n_patrons_entrena= 60
+n_patrons_valida= 60
+n_conxuntos= 1

data/tanveer/acute-nephritis/acute-nephritis_R.dat

@@ -0,0 +1,121 @@
+	f1	f2	f3	f4	f5	f6	clase
+1	-1.77236	-0.562162	0.841625	-1.40831	-0.979364	-0.841625	0
+2	-1.55248	-0.562162	-1.17828	0.704154	1.01256	1.17828	0
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data/tanveer/acute-nephritis/acute_R.dat

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+71	0.701342	1.76402	0.841625	0.704154	1.01256	1.17828	1.01256	1
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+75	0.701342	-0.562162	-1.17828	-1.40831	-0.979364	-0.841625	-0.979364	0
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+77	0.701342	1.76402	0.841625	-1.40831	1.01256	-0.841625	-0.979364	1
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+111	1.361	1.76402	0.841625	0.704154	1.01256	1.17828	1.01256	1
+112	1.361	-0.562162	-1.17828	-1.40831	-0.979364	-0.841625	-0.979364	0
+113	1.361	1.76402	0.841625	-1.40831	1.01256	-0.841625	-0.979364	1
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+115	1.41597	1.76402	0.841625	0.704154	1.01256	-0.841625	1.01256	1
+116	1.47094	-0.562162	0.841625	0.704154	-0.979364	1.17828	-0.979364	1
+117	1.52591	-0.562162	-1.17828	-1.40831	-0.979364	-0.841625	-0.979364	0
+118	1.52591	1.76402	0.841625	-1.40831	1.01256	-0.841625	-0.979364	1
+119	1.52591	-0.562162	0.841625	0.704154	-0.979364	1.17828	-0.979364	1
+120	1.52591	-0.562162	0.841625	0.704154	-0.979364	1.17828	-0.979364	1

data/tanveer/acute-nephritis/conxuntos.dat

@@ -0,0 +1,2 @@
+16 49 26 5 80 54 37 33 39 15 57 111 45 19 48 43 6 29 17 7 107 2 90 12 25 22 42 51 9 55 102 27 20 8 21 105 115 81 95 62 84 112 85 106 91 98 63 110 101 113 117 104 67 71 100 77 76 65 69 92 
+73 53 46 47 24 31 52 58 74 28 116 86 56 11 50 94 41 10 32 59 3 30 13 34 23 36 44 0 38 18 1 35 14 4 40 79 70 88 64 96 61 109 83 68 89 97 93 108 78 82 118 119 87 72 99 66 114 75 103 60 

data/tanveer/acute-nephritis/conxuntos_kfold.dat

@@ -0,0 +1,8 @@
+54 48 17 37 50 90 18 4 0 25 10 8 38 14 33 107 55 59 39 32 44 6 52 49 15 42 12 58 86 23 53 80 36 40 21 94 35 28 73 46 27 1 22 74 102 57 13 41 34 47 111 45 66 78 98 77 104 69 97 101 62 83 64 110 108 71 105 118 92 75 84 82 87 96 103 88 114 70 63 67 76 113 68 61 100 109 99 95 65 115 
+2 11 5 9 24 26 20 3 30 56 16 7 31 51 43 116 19 29 117 106 91 79 93 72 81 60 85 112 89 119 
+80 18 29 43 15 58 3 36 74 34 56 53 49 21 26 30 39 48 59 73 16 55 24 47 9 6 33 94 38 0 11 28 50 32 1 27 20 31 111 102 51 22 52 19 44 14 13 107 4 8 17 37 85 76 101 64 84 99 63 75 92 61 104 87 88 67 79 83 105 115 66 60 97 96 110 70 114 95 112 113 108 72 71 106 77 118 62 117 93 109 
+116 90 23 40 2 86 10 45 12 57 35 25 41 7 5 46 42 54 100 89 81 69 98 82 103 91 78 65 68 119 
+28 36 26 8 35 19 3 54 80 44 50 34 30 7 24 52 33 86 31 23 46 102 37 11 0 41 18 55 6 5 40 1 43 15 22 94 111 2 13 51 4 90 45 10 21 56 17 74 53 47 73 39 75 70 113 88 105 109 96 89 84 118 65 68 64 82 106 63 69 110 60 104 99 66 83 117 115 67 98 72 95 85 62 114 108 79 97 87 71 103 
+29 38 32 25 49 58 20 57 14 27 48 42 59 16 12 116 9 107 112 78 81 61 91 92 93 101 100 77 76 119 
+40 24 4 57 29 35 10 59 28 17 80 7 50 25 3 42 32 44 2 47 34 21 30 51 53 26 0 22 37 86 116 111 48 13 1 107 90 43 39 58 49 74 56 11 19 46 54 14 41 16 8 73 70 60 101 95 75 100 96 114 99 91 71 72 83 106 85 78 108 77 66 105 115 61 109 64 76 68 93 82 67 88 69 63 81 98 104 110 89 113 
+23 20 15 12 33 27 36 45 9 52 6 94 38 102 31 18 55 5 84 103 112 118 79 97 117 87 92 119 65 62 

data/tanveer/acute-nephritis/diagnosis.data

@@ -0,0 +1,120 @@
+35.5	no	yes	no	no	no	no	no
+35.9	no	no	yes	yes	yes	yes	no
+35.9	no	yes	no	no	no	no	no
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+36.0	no	yes	no	no	no	no	no
+36.2	no	no	yes	yes	yes	yes	no
+36.2	no	yes	no	no	no	no	no
+36.3	no	no	yes	yes	yes	yes	no
+36.6	no	no	yes	yes	yes	yes	no
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+36.6	no	yes	no	no	no	no	no
+36.6	no	yes	no	no	no	no	no
+36.7	no	no	yes	yes	yes	yes	no
+36.7	no	yes	no	no	no	no	no
+36.7	no	yes	no	no	no	no	no
+36.8	no	no	yes	yes	yes	yes	no
+36.8	no	no	yes	yes	yes	yes	no
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+36.9	no	yes	no	no	no	no	no
+37.0	no	no	yes	yes	no	yes	no
+37.0	no	no	yes	yes	no	yes	no
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+37.0	no	no	yes	yes	yes	yes	no
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+37.0	no	no	yes	no	no	yes	no
+37.1	no	yes	no	no	no	no	no
+37.1	no	no	yes	yes	yes	yes	no
+37.1	no	no	yes	no	no	yes	no
+37.2	no	no	yes	yes	no	yes	no
+37.2	no	yes	no	no	no	no	no
+37.2	no	no	yes	no	no	yes	no
+37.3	no	yes	no	no	no	no	no
+37.3	no	no	yes	yes	yes	yes	no
+37.3	no	no	yes	no	no	yes	no
+37.4	no	yes	no	no	no	no	no
+37.4	no	no	yes	no	no	yes	no
+37.5	no	no	yes	yes	no	yes	no
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+37.5	no	yes	no	no	no	no	no
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+37.5	no	no	yes	no	no	yes	no
+37.5	no	no	yes	no	no	yes	no
+37.6	no	no	yes	yes	no	yes	no
+37.6	no	no	yes	yes	no	yes	no
+37.6	no	no	yes	yes	yes	yes	no
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+37.7	no	no	yes	yes	no	yes	no
+37.7	no	yes	no	no	no	no	no
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+37.8	no	no	yes	yes	yes	yes	no
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+37.9	no	no	yes	yes	yes	yes	no
+37.9	no	no	yes	no	no	yes	no
+38.0	no	yes	yes	no	yes	no	yes
+38.0	no	yes	yes	no	yes	no	yes
+38.1	no	yes	yes	no	yes	no	yes
+38.3	no	yes	yes	no	yes	no	yes
+38.5	no	yes	yes	no	yes	no	yes
+38.7	no	yes	yes	no	yes	no	yes
+38.9	no	yes	yes	no	yes	no	yes
+39.0	no	yes	yes	no	yes	no	yes
+39.4	no	yes	yes	no	yes	no	yes
+39.7	no	yes	yes	no	yes	no	yes
+40.0	yes	yes	yes	yes	yes	yes	yes
+40.0	yes	yes	yes	yes	yes	yes	yes
+40.0	yes	yes	yes	yes	no	yes	yes
+40.0	no	no	no	no	no	no	no
+40.0	no	no	no	no	no	no	no
+40.0	yes	yes	no	yes	no	no	yes
+40.0	yes	yes	no	yes	no	no	yes
+40.0	no	yes	yes	no	yes	no	yes
+40.1	yes	yes	yes	yes	no	yes	yes
+40.2	yes	yes	yes	yes	yes	yes	yes
+40.2	no	no	no	no	no	no	no
+40.2	yes	yes	no	yes	no	no	yes
+40.3	no	yes	yes	no	yes	no	yes
+40.4	yes	yes	yes	yes	yes	yes	yes
+40.4	yes	yes	yes	yes	no	yes	yes
+40.4	yes	yes	yes	yes	no	yes	yes
+40.4	no	no	no	no	no	no	no
+40.4	yes	yes	no	yes	no	no	yes
+40.5	yes	yes	yes	yes	no	yes	yes
+40.6	yes	yes	yes	yes	yes	yes	yes
+40.6	no	no	no	no	no	no	no
+40.6	yes	yes	no	yes	no	no	yes
+40.7	yes	yes	yes	yes	yes	yes	yes
+40.7	yes	yes	yes	yes	no	yes	yes
+40.7	no	no	no	no	no	no	no
+40.7	yes	yes	no	yes	no	no	yes
+40.7	no	yes	yes	no	yes	no	yes
+40.8	no	yes	yes	no	yes	no	yes
+40.9	yes	yes	yes	yes	no	yes	yes
+40.9	yes	yes	yes	yes	no	yes	yes
+40.9	no	yes	yes	no	yes	no	yes
+41.0	yes	yes	yes	yes	yes	yes	yes
+41.0	no	no	no	no	no	no	no
+41.0	yes	yes	no	yes	no	no	yes
+41.0	no	yes	yes	no	yes	no	yes
+41.1	yes	yes	yes	yes	yes	yes	yes
+41.1	yes	yes	yes	yes	no	yes	yes
+41.1	no	no	no	no	no	no	no
+41.1	yes	yes	no	yes	no	no	yes
+41.1	no	yes	yes	no	yes	no	yes
+41.2	yes	yes	yes	yes	yes	yes	yes
+41.2	no	no	no	no	no	no	no
+41.2	yes	yes	no	yes	no	no	yes
+41.2	no	yes	yes	no	yes	no	yes
+41.3	yes	yes	yes	yes	no	yes	yes
+41.4	no	yes	yes	no	yes	no	yes
+41.5	no	no	no	no	no	no	no
+41.5	yes	yes	no	yes	no	no	yes
+41.5	no	yes	yes	no	yes	no	yes
+41.5	no	yes	yes	no	yes	no	yes

data/tanveer/acute-nephritis/diagnosis.names

@@ -0,0 +1,109 @@
+Title: Acute Inflammations
+
+Abstract: The data was created by a medical expert as a data set to test 
+the expert system, which will perform the presumptive diagnosis of two 
+diseases of the urinary system.
+	
+----------------------------------------------------------------------------
+
+Data Set Characteristics:  Multivariate
+Attribute Characteristics: Categorical, Integer
+Associated Tasks: Classification
+Number of Instances: 120
+Number of Attributes: 6
+Missing Values? No
+Area: Life
+Date Donated: 2009-02-11
+
+----------------------------------------------------------------------------
+
+Source:
+
+Jacek Czerniak, Ph.D., Assistant Professor
+Systems Research Institute
+Polish Academy of Sciences
+Laboratory of Intelligent Systems
+ul. Newelska 6, Room 218
+01-447 Warszawa, Poland
+e-mail: jacek.czerniak 'at' ibspan.waw.pl or jczerniak 'at' ukw.edu.pl 
+
+----------------------------------------------------------------------------
+
+
+Data Set Information:
+
+The main idea of this data set is to prepare the algorithm of the expert 
+system, which will perform the presumptive diagnosis of two diseases of 
+urinary system. It will be the example of diagnosing of the acute 
+inflammations of urinary bladder and acute nephritises. For better 
+understanding of the problem let us consider definitions of both 
+diseases given by medics. Acute inflammation of urinary bladder is
+characterised by sudden occurrence of pains in the abdomen region and 
+the urination in form of constant urine pushing, micturition pains and 
+sometimes lack of urine keeping. Temperature of the body is rising, 
+however most often not above 38C. The excreted urine is turbid and 
+sometimes bloody. At proper treatment, symptoms decay usually within 
+several days. However, there is inclination to returns. At persons with 
+acute inflammation of urinary bladder, we should expect that the illness 
+will turn into protracted form.
+
+Acute nephritis of renal pelvis origin occurs considerably more often at 
+women than at men. It begins with sudden fever, which reaches, and 
+sometimes exceeds 40C. The fever is accompanied by shivers and one- or 
+both-side lumbar pains, which are sometimes very strong. Symptoms of 
+acute inflammation of urinary bladder appear very often. Quite not 
+infrequently there are nausea and vomiting and spread pains of whole 
+abdomen.
+
+The data was created by a medical expert as a data set to test the 
+expert system, which will perform the presumptive diagnosis of two 
+diseases of urinary system. The basis for rules detection was Rough Sets 
+Theory. Each instance represents an potential patient.
+
+The data is in an ASCII file. Attributes are separated by TAB. Each line 
+of the data file starts with a digit which tells the temperature of patient.
+
+-- Attribute lines:
+For example, '35,9 no no yes yes yes yes no'
+Where:
+'35,9' Temperature of patient
+'no' Occurrence of nausea
+'no' Lumbar pain
+'yes' Urine pushing (continuous need for urination)
+'yes' Micturition pains
+'yes' Burning of urethra, itch, swelling of urethra outlet
+'yes' decision: Inflammation of urinary bladder
+'no' decision: Nephritis of renal pelvis origin 
+
+----------------------------------------------------------------------------
+
+Attribute Information:
+
+a1 Temperature of patient { 35C-42C }
+a2 Occurrence of nausea { yes, no }
+a3 Lumbar pain { yes, no }
+a4 Urine pushing (continuous need for urination) { yes, no }
+a5 Micturition pains { yes, no }
+a6 Burning of urethra, itch, swelling of urethra outlet { yes, no }
+d1 decision: Inflammation of urinary bladder { yes, no }
+d2 decision: Nephritis of renal pelvis origin { yes, no } 
+
+----------------------------------------------------------------------------
+
+Relevant Papers:
+
+J.Czerniak, H.Zarzycki, Application of rough sets in the presumptive 
+diagnosis of urinary system diseases, Artifical Inteligence and Security 
+in Computing Systems, ACS'2002 9th International Conference Proceedings, 
+Kluwer Academic Publishers,2003, pp. 41-51
+
+----------------------------------------------------------------------------
+
+Citation Request:
+
+Please cite:
+
+J.Czerniak, H.Zarzycki, Application of rough sets in the presumptive 
+diagnosis of urinary system diseases, Artifical Inteligence and Security 
+in Computing Systems, ACS'2002 9th International Conference Proceedings, 
+Kluwer Academic Publishers,2003, pp. 41-51 

data/tanveer/acute-nephritis/le_datos.m

@@ -0,0 +1,30 @@
+% acute
+printf('lendo problema acute ...\n');
+n_entradas= 6; n_clases= 2; n_fich= 1; fich{1}= 'diagnosis.data'; n_patrons(1)= 120;
+
+x = zeros(1, n_patrons, n_entradas); cl= zeros(1, n_patrons);
+
+f=fopen(fich, 'r');
+if -1==f
+  error('erro en fopen abrindo %s\n', fich);
+end
+for i=1:n_patrons
+  fprintf(2,'%5.1f%%\r', 100*i/n_patrons(1));
+  x(1,i,1) = fscanf(f, '%g', 1);
+  for j=2:n_entradas
+	t = fscanf(f,'%s', 1);
+	if strcmp(t, 'no')
+	  x(1,i,j)=-1;
+	else
+	  x(1,i,j)=1;
+	end
+  end
+  fscanf(f,'%s',1);
+  t = fscanf(f,'%s', 1);
+  if strcmp(t, 'no')
+	cl(1,i)=0;
+  else
+	cl(1,i)=1;
+  end
+end
+fclose(f);

data/tanveer/adult/adult.cost

@@ -0,0 +1,5 @@
+% Rows	Columns
+2	2
+% Matrix elements
+ 0.0	 1.0	
+ 1.0	 0.0	

data/tanveer/adult/adult.desc

@@ -0,0 +1,15 @@
+1 continua
+2 discreta 8 Private Self-emp-not-inc Self-emp-inc Federal-gov Local-gov State-gov Without-pay Never-worked
+3 continua
+4 discreta 16 Bachelors Some-college 11th HS-grad Prof-school Assoc-acdm Assoc-voc 9th 7th-8th 12th Masters 1st-4th 10th Doctorate 5th-6th Preschool
+5 continua
+6 discreta 7 Married-civ-spouse Divorced Never-married Separated Widowed Married-spouse-absent Married-AF-spouse
+7 discreta 14 Tech-support Craft-repair Other-service Sales Exec-managerial Prof-specialty Handlers-cleaners Machine-op-inspct Adm-clerical Farming-fishing Transport-moving Priv-house-serv Protective-serv Armed-Forces
+8 discreta 6 Wife Own-child Husband Not-in-family Other-relative Unmarried
+9 discreta 5 White Asian-Pac-Islander Amer-Indian-Eskimo Other Black
+10 discreta 2 Female Male
+11 continua
+12 continua
+13 continua
+14 discreta 41 United-States Cambodia England Puerto-Rico Canada Germany Outlying-US(Guam-USVI-etc) India Japan Greece South China Cuba Iran Honduras Philippines Italy Poland Jamaica Vietnam Mexico Portugal Ireland France Dominican-Republic Laos Ecuador Taiwan Haiti Columbia Hungary Guatemala Nicaragua Scotland Thailand Yugoslavia El-Salvador Trinadad&Tobago Peru Hong Holand-Netherlands
+individual <=50K >50K

data/tanveer/adult/adult.names

@@ -0,0 +1,110 @@
+| This data was extracted from the census bureau database found at
+| http://www.census.gov/ftp/pub/DES/www/welcome.html
+| Donor: Ronny Kohavi and Barry Becker,
+|        Data Mining and Visualization
+|        Silicon Graphics.
+|        e-mail: ronnyk@sgi.com for questions.
+| Split into train-test using MLC++ GenCVFiles (2/3, 1/3 random).
+| 48842 instances, mix of continuous and discrete    (train=32561, test=16281)
+| 45222 if instances with unknown values are removed (train=30162, test=15060)
+| Duplicate or conflicting instances : 6
+| Class probabilities for adult.all file
+| Probability for the label '>50K'  : 23.93% / 24.78% (without unknowns)
+| Probability for the label '<=50K' : 76.07% / 75.22% (without unknowns)
+|
+| Extraction was done by Barry Becker from the 1994 Census database.  A set of
+|   reasonably clean records was extracted using the following conditions:
+|   ((AAGE>16) && (AGI>100) && (AFNLWGT>1)&& (HRSWK>0))
+|
+| Prediction task is to determine whether a person makes over 50K
+| a year.
+|
+| First cited in:
+| @inproceedings{kohavi-nbtree,
+|    author={Ron Kohavi},
+|    title={Scaling Up the Accuracy of Naive-Bayes Classifiers: a
+|           Decision-Tree Hybrid},
+|    booktitle={Proceedings of the Second International Conference on
+|               Knowledge Discovery and Data Mining},
+|    year = 1996,
+|    pages={to appear}}
+|
+| Error Accuracy reported as follows, after removal of unknowns from
+|    train/test sets):
+|    C4.5       : 84.46+-0.30
+|    Naive-Bayes: 83.88+-0.30
+|    NBTree     : 85.90+-0.28
+|
+|
+| Following algorithms were later run with the following error rates,
+|    all after removal of unknowns and using the original train/test split.
+|    All these numbers are straight runs using MLC++ with default values.
+|
+|    Algorithm               Error
+| -- ----------------        -----
+| 1  C4.5                    15.54
+| 2  C4.5-auto               14.46
+| 3  C4.5 rules              14.94
+| 4  Voted ID3 (0.6)         15.64
+| 5  Voted ID3 (0.8)         16.47
+| 6  T2                      16.84
+| 7  1R                      19.54
+| 8  NBTree                  14.10
+| 9  CN2                     16.00
+| 10 HOODG                   14.82
+| 11 FSS Naive Bayes         14.05
+| 12 IDTM (Decision table)   14.46
+| 13 Naive-Bayes             16.12
+| 14 Nearest-neighbor (1)    21.42
+| 15 Nearest-neighbor (3)    20.35
+| 16 OC1                     15.04
+| 17 Pebls                   Crashed.  Unknown why (bounds WERE increased)
+|
+| Conversion of original data as follows:
+| 1. Discretized agrossincome into two ranges with threshold 50,000.
+| 2. Convert U.S. to US to avoid periods.
+| 3. Convert Unknown to "?"
+| 4. Run MLC++ GenCVFiles to generate data,test.
+|
+| Description of fnlwgt (final weight)
+|
+| The weights on the CPS files are controlled to independent estimates of the
+| civilian noninstitutional population of the US.  These are prepared monthly
+| for us by Population Division here at the Census Bureau.  We use 3 sets of
+| controls.
+|  These are:
+|          1.  A single cell estimate of the population 16+ for each state.
+|          2.  Controls for Hispanic Origin by age and sex.
+|          3.  Controls by Race, age and sex.
+|
+| We use all three sets of controls in our weighting program and "rake" through
+| them 6 times so that by the end we come back to all the controls we used.
+|
+| The term estimate refers to population totals derived from CPS by creating
+| "weighted tallies" of any specified socio-economic characteristics of the
+| population.
+|
+| People with similar demographic characteristics should have
+| similar weights.  There is one important caveat to remember
+| about this statement.  That is that since the CPS sample is
+| actually a collection of 51 state samples, each with its own
+| probability of selection, the statement only applies within
+| state.
+
+
+>50K, <=50K.
+
+age: continuous.
+workclass: Private, Self-emp-not-inc, Self-emp-inc, Federal-gov, Local-gov, State-gov, Without-pay, Never-worked.
+fnlwgt: continuous.
+education: Bachelors, Some-college, 11th, HS-grad, Prof-school, Assoc-acdm, Assoc-voc, 9th, 7th-8th, 12th, Masters, 1st-4th, 10th, Doctorate, 5th-6th, Preschool.
+education-num: continuous.
+marital-status: Married-civ-spouse, Divorced, Never-married, Separated, Widowed, Married-spouse-absent, Married-AF-spouse.
+occupation: Tech-support, Craft-repair, Other-service, Sales, Exec-managerial, Prof-specialty, Handlers-cleaners, Machine-op-inspct, Adm-clerical, Farming-fishing, Transport-moving, Priv-house-serv, Protective-serv, Armed-Forces.
+relationship: Wife, Own-child, Husband, Not-in-family, Other-relative, Unmarried.
+race: White, Asian-Pac-Islander, Amer-Indian-Eskimo, Other, Black.
+sex: Female, Male.
+capital-gain: continuous.
+capital-loss: continuous.
+hours-per-week: continuous.
+native-country: United-States, Cambodia, England, Puerto-Rico, Canada, Germany, Outlying-US(Guam-USVI-etc), India, Japan, Greece, South, China, Cuba, Iran, Honduras, Philippines, Italy, Poland, Jamaica, Vietnam, Mexico, Portugal, Ireland, France, Dominican-Republic, Laos, Ecuador, Taiwan, Haiti, Columbia, Hungary, Guatemala, Nicaragua, Scotland, Thailand, Yugoslavia, El-Salvador, Trinadad&Tobago, Peru, Hong, Holand-Netherlands.

data/tanveer/adult/adult.txt

@@ -0,0 +1,10 @@
+n_entradas= 14
+n_clases= 2
+n_arquivos= 2
+fich1= adult_train_R.dat
+n_patrons1= 32561
+fich2= adult_test_R.dat
+n_patrons2= 16281
+n_patrons_entrena= 16281
+n_patrons_valida= 16280
+n_conxuntos= 1

data/tanveer/adult/le_datos.m

@@ -0,0 +1,77 @@
+% adult
+printf('lendo problema adult...\n');
+
+n_entradas= 14; n_clases= 2; n_fich= 2; fich{1}= 'adult.data'; n_patrons(1)= 32561; fich{2}= 'adult.test'; n_patrons(2)= 16281;
+
+n_max= max(n_patrons);
+x = zeros(n_fich, n_max, n_entradas); cl= zeros(n_fich, n_max);
+
+discreta = [0, 1, 0, 1, 0, 1, 1, 1, 1, 1, 0, 0, 0, 1];
+workclass = {'Private', 'Self-emp-not-inc', 'Self-emp-inc', 'Federal-gov', 'Local-gov', 'State-gov', 'Without-pay', 'Never-worked'};
+education = {'Bachelors', 'Some-college', '11th', 'HS-grad', 'Prof-school', 'Assoc-acdm', 'Assoc-voc', '9th', '7th-8th', '12th', 'Masters', '1st-4th', '10th', 'Doctorate', '5th-6th', 'Preschool'};
+marital = {'Married-civ-spouse', 'Divorced', 'Never-married', 'Separated', 'Widowed', 'Married-spouse-absent', 'Married-AF-spouse'};
+occupation = {'Tech-support', 'Craft-repair', 'Other-service', 'Sales', 'Exec-managerial', 'Prof-specialty', 'Handlers-cleaners', 'Machine-op-inspct', 'Adm-clerical', 'Farming-fishing', 'Transport-moving', 'Priv-house-serv', 'Protective-serv', 'Armed-Forces'};
+relationship = {'Wife', 'Own-child', 'Husband', 'Not-in-family', 'Other-relative', 'Unmarried'};
+race = {'White', 'Asian-Pac-Islander', 'Amer-Indian-Eskimo', 'Other', 'Black'};
+sex = {'Male', 'Female'};
+country = {'United-States', 'Cambodia', 'England', 'Puerto-Rico', 'Canada', 'Germany', 'Outlying-US(Guam-USVI-etc)', 'India', 'Japan', 'Greece', 'South', 'China', 'Cuba', 'Iran', 'Honduras', 'Philippines', 'Italy', 'Poland', 'Jamaica', 'Vietnam', 'Mexico', 'Portugal', 'Ireland', 'France', 'Dominican-Republic', 'Laos', 'Ecuador', 'Taiwan', 'Haiti', 'Columbia', 'Hungary', 'Guatemala', 'Nicaragua', 'Scotland', 'Thailand', 'Yugoslavia', 'El-Salvador', 'Trinadad&Tobago', 'Peru', 'Hong', 'Holand-Netherlands'};
+
+n_workclass=8; n_education=16; n_marital=7; n_occupation=14; n_relationship=6; n_race=5; n_sex=2; n_country=41;
+
+for i_fich = 1:n_fich
+  f=fopen(fich{i_fich}, 'r');
+  if -1==f
+	error('erro en fopen abrindo %s\n', fich{i_fich});
+  end
+
+  for i=1:n_patrons(i_fich)
+	fprintf(2,'%5.1f%%\r', 100*i/n_patrons(i_fich));
+	for j = 1:n_entradas
+	  if discreta(j)==1
+		s = fscanf(f,'%s',1); fscanf(f,'%c',1);
+%  		printf('%s ', s)
+		if strcmp(s, '?')  % entrada ausente neste patrón
+		  x(i_fich,i,j)=0;
+		else
+		  if j==2
+			n = n_workclass; p=workclass; 
+		  elseif j==4
+			n = n_education; p=education; 	  
+		  elseif j==6
+			n = n_marital; p=marital; 	  
+		  elseif j==7
+			n = n_occupation; p=occupation; 	  
+		  elseif j==8
+			n = n_relationship; p=relationship; 	  
+		  elseif j==9
+			n = n_race; p=race; 	  
+		  elseif j==10
+			n = n_sex; p=sex; 	  
+		  elseif j==14
+			n = n_country; p=country;
+		  end
+		  a = 2/(n-1); b= (1+n)/(1-n);
+		  for k=1:n
+			if strcmp(s, p(k))
+			  x(i_fich,i,j) = a*k + b; break
+			end
+		  end
+		end
+	  else
+		x(i_fich,i,j) = fscanf(f,'%g',1); fscanf(f,'%c',1);
+	  end
+%  	  printf('%g ', x(i_fich,i,j))
+	end
+	s = fscanf(f,'%s',1);  fscanf(f,'%c',1);
+	if strcmp(s, '<=50K')
+	  cl(i_fich,i)=0;
+	elseif strcmp(s, '>50K')
+	  cl(i_fich,i)=1;
+	else
+	  error('clase %s descoñecida\n', s)
+	end
+%  	printf('\n')
+%      disp(x(i_fich,i,:)); disp(cl(i_fich,i))
+  end
+  fclose(f);
+end

data/tanveer/annealing/anneal.data

@@ -0,0 +1,798 @@
+? C A 08 00 ? S ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 3.200 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1300.0 0762 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.801 0385.1 0000 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.801 0255.0 0269 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 4880 Y 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 3.300 0152.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.699 1320.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 1320.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.200 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 1320.0 4880 Y 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 0610.0 0150 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.200 0609.9 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 1220.0 0761 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 4.000 1320.0 0762 ? 0000 ? 3
+? C A 10 00 ? ? ? 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.201 0600.0 0000 ? 0000 ? U
+? C A 00 80 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 4170 Y 0000 ? U
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1320.1 0762 ? 0000 ? 3
+? C A 00 70 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.501 1200.1 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 0761 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0610.0 0000 ? 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.001 0050.0 0000 ? 0000 ? U
+? C S 70 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0609.9 0000 ? 0000 ? 3
+? C A 03 00 T ? ? 000 ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.500 0610.0 0000 ? 0000 ? 1
+? C ? 00 50 T ? ? 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 1320.0 0000 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.800 0356.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.700 0609.9 4170 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0900.0 0000 ? 0000 ? 3
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0500 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? B ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 0.600 0610.0 4880 ? 0000 ? 5
+? C ? 00 45 ? S ? 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.400 1320.0 4170 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 0762 ? 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 4.000 0450.0 0000 ? 0000 ? U
+? C A 00 00 ? S 3 000 N ? F ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.750 1320.0 4880 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1220.0 0000 ? 0000 ? 5
+? C M 00 00 ? ? ? 350 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.399 1320.0 0000 ? 0000 ? 3
+? C A 00 50 T ? ? 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 1320.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.651 0020.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0374.9 4880 ? 0000 ? 3
+ZS C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0050.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 4880 Y 0000 ? 3
+ZS C A 00 50 T ? ? 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 0762 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? COIL 0.799 0020.0 0000 ? 0000 ? 5
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 0301 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.601 0610.0 4880 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1320.0 4880 ? 0000 ? 3
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.500 1274.9 0000 ? 0500 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 4880 N 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0609.9 0762 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 1320.0 0761 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1300.0 0762 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.599 0150.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 1320.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0374.9 4880 ? 0000 ? 3
+? C ? 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.301 0610.0 0762 Y 0000 ? 3
+? C A 00 00 ? ? ? 500 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1320.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1300.0 0762 ? 0000 ? 3
+ZS C A 00 00 ? S 5 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 0610.0 0762 ? 0000 ? 3
+ZS C A 00 00 ? S 5 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? F ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.600 1220.0 0762 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.301 0610.0 0000 ? 0000 ? 3
+ZS C A 00 85 T ? ? 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 0610.0 0762 ? 0000 ? U
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0500.0 0762 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.301 0515.0 0610 Y 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 0335.0 0611 ? 0000 ? 5
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1320.0 0762 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0020.0 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0250.0 0000 ? 0000 ? 5
+? C A 00 70 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.801 0610.0 0000 ? 0600 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.500 0610.0 0000 ? 0600 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 0762 Y 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.799 1300.0 0000 ? 0000 ? 3
+? C A 04 00 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.500 1130.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0609.0 0612 ? 0000 ? 3
+? C ? 00 00 ? ? ? 500 ? P ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0609.9 4880 ? 0000 ? 2
+? C A 00 00 ? S 3 000 N ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.601 1320.0 0000 ? 0000 ? 3
+ZS C A 00 70 T ? ? 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.000 1250.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1320.0 4880 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.700 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 0762 ? 0000 ? 3
+? C V 00 00 ? S 2 000 ? ? ? 2 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 0610.0 0001 ? 0000 ? 2
+? C A 00 50 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0609.9 0000 ? 0000 ? 3
+ZS C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0610.0 4880 ? 0000 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0640.0 0000 ? 0600 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1320.0 4880 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 3 3
+? C M 00 00 ? ? ? 600 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1090.0 0000 ? 0000 ? 2
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? COIL 0.500 0610.0 0000 ? 0000 ? 5
+? C A 10 00 ? ? ? 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.201 1320.0 0000 ? 0000 ? U
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0610.0 0762 Y 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1320.1 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 4880 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 1.500 0640.0 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.599 0609.9 4880 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 0762 ? 0000 ? 2
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 1.600 0610.0 0761 ? 0000 ? 5
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0610.0 0000 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 0610.0 4880 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.000 0610.0 0612 ? 0000 ? 2
+? C R 00 00 ? ? ? 500 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.999 0610.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 0761 ? 0000 ? 3
+? C R 06 00 T ? ? 000 ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.500 0025.0 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 0762 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? P ? ? ? ? ? ? ? ? ? ? SHEET 0.500 1220.0 4880 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1300.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0609.9 0762 ? 0000 ? 3
+? C ? 00 00 T S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 1320.0 0000 ? 0000 ? 3
+? C A 00 70 T ? ? 000 ? ? G ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0050.0 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 1220.0 0761 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 4880 Y 0000 ? 3
+? C R 00 00 ? ? ? 500 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 1100.0 0762 ? 0000 ? 3
+? C M 00 00 ? ? ? 600 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1090.0 0000 ? 0000 ? 2
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0610.0 0000 Y 0000 ? U
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.599 0520.0 4880 ? 0000 ? 3
+ZS C R 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.250 0020.0 0000 ? 0000 ? 3
+? C S 00 00 ? ? ? 400 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? V ? ? ? ? COIL 0.800 0075.0 0000 ? 0000 ? 1
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 4880 Y 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1300.0 4880 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 1320.0 0000 ? 0000 ? 3
+? C A 04 00 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.000 1130.0 0000 ? 0000 ? 3
+? C ? 00 50 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.451 1320.0 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? COIL 1.600 1220.0 0000 ? 0000 ? 5
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.599 1275.0 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0610.0 4880 ? 0000 ? 5
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.599 0610.0 0000 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.000 0610.0 4170 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.200 1220.0 0000 ? 0000 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.090 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1300.0 0762 ? 0000 ? 2
+? C V 00 00 ? S 2 000 ? ? ? 2 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.201 1525.0 0000 ? 0000 ? 2
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.100 0900.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.000 1525.0 0612 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.500 0610.0 0000 ? 0600 ? 3
+? C A 00 50 T ? ? 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0610.0 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? P ? ? ? ? ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 ? 5
+? C W 00 00 ? ? ? 310 ? ? G ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.500 0610.0 4880 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.600 0050.0 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 0760 N 0000 ? 3
+? C R 00 00 ? A 3 000 ? ? G ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.400 0058.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0609.9 0000 ? 0000 ? 3
+? C ? 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 1320.0 0000 ? 0000 ? 3
+ZS C A 00 50 T ? ? 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1250.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.601 0830.0 0881 ? 0000 ? 2
+? C M 00 00 ? ? ? 350 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.900 1320.0 0000 ? 0000 ? 3
+? C V 00 00 ? S 2 000 ? ? ? 2 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.000 1525.0 0000 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0520.0 0762 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.800 0710.1 0000 ? 0000 ? 3
+ZS C A 00 50 T ? ? 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? ? ? 500 ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1320.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1320.0 1000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 4880 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 1320.0 0000 N 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? M ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 3.201 1000.0 0000 ? 0600 ? U
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? B ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 0.600 1220.0 4880 ? 0000 ? 5
+ZS C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.000 0075.0 0000 ? 0000 ? 3
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? ? P ? ? ? ? ? ? ? ? ? ? COIL 1.600 1220.0 0000 ? 0000 ? 5
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0609.9 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.700 1320.0 0000 ? 0000 ? 3
+? C A 00 70 T ? ? 000 ? ? G ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.500 0609.9 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0609.9 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 0610.0 1000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.900 0966.1 0000 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.001 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.601 0375.0 0612 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0050.0 0000 ? 0000 ? 5
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 1320.0 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 4880 ? 0000 ? 5
+? C A 00 00 ? S 2 000 ? ? F ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.999 1220.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0050.0 0000 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 0335.0 4170 ? 0000 ? 3
+ZS C A 00 00 ? S 5 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 1250.0 4880 N 0000 ? 3
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.500 1274.9 0000 ? 0600 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 0610.0 0000 ? 0000 ? 3
+? C V 00 00 ? S 2 000 ? ? ? 2 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1320.0 0001 ? 0000 ? 2
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0609.9 0000 ? 0000 ? U
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? COIL 1.600 0050.0 0000 ? 0000 ? 5
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 4880 Y 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1300.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.600 1320.0 0000 ? 0000 ? 3
+? C ? 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.301 0610.0 4880 Y 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 1220.0 0762 ? 0000 ? 3
+ZS C R 00 00 ? ? ? 300 ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? COIL 0.800 0915.1 0000 ? 0000 ? 1
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 4.000 1000.0 0000 ? 0600 ? U
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.500 0640.0 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 0335.0 0612 ? 0000 ? 5
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0520.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1320.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 3.200 1320.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0020.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0610.0 4880 Y 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0520.0 4880 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0610.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0610.0 0000 ? 0000 3 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 0610.0 0762 ? 0000 ? 3
+ZS C A 00 50 T ? ? 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 1250.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1320.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 1320.0 0762 Y 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 0762 N 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.901 0966.1 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0595.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 1220.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0609.9 4880 ? 0000 ? 3
+? C S 70 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.000 1000.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 0610.0 4880 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0060.0 0000 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.000 0900.0 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 1320.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1320.0 0000 ? 0000 3 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0610.0 0762 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 2.300 0900.0 0000 ? 0500 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1300.0 0762 ? 0000 ? 2
+? C ? 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.301 1320.0 4880 Y 0000 ? 3
+? C A 00 50 T ? ? 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.601 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1320.0 0762 ? 0000 ? 3
+? C M 00 00 ? ? ? 600 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.300 1090.0 0000 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? F ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0520.0 4880 ? 0000 ? 3
+? C M 00 00 ? ? ? 600 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.900 0610.0 1220 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1300.0 0762 ? 0000 ? 3
+? C M 00 00 ? ? ? 350 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.399 0609.9 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 0610.0 0761 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0610.0 0000 N 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 1220.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 1320.0 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.599 0610.0 0761 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 0400 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1320.0 0612 ? 0000 ? 3
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 0.500 0609.9 0612 ? 0000 ? 5
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.301 1320.0 0000 ? 0000 ? 3
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0640.0 0000 ? 0500 ? 3
+? C A 00 00 ? S 3 000 N ? F ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 0762 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? COIL 0.600 0249.9 0000 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1300.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1320.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0609.9 0000 ? 0000 ? 3
+? C A 00 60 T ? ? 000 N ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.900 1135.0 0000 ? 0600 ? 3
+? C V 00 00 ? S 2 000 ? ? ? 1 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0609.9 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.699 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1320.0 0762 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.901 0966.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 0762 ? 0000 ? 3
+ZS C A 00 00 ? S 5 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0075.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.700 1320.0 0762 ? 0000 ? 3
+ZS C A 00 50 T ? ? 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.601 1250.0 0762 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.799 0609.0 0000 ? 0000 ? 3
+? C R 06 00 T ? ? 000 ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 0610.0 4880 ? 0000 ? 3
+ZS C A 00 50 T ? ? 000 ? ? E ? ? Y ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.600 0020.0 0000 ? 0000 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.600 0900.0 0000 ? 0000 ? 3
+? C R 06 00 T ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 0610.0 0762 ? 0000 ? 3
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? COIL 0.500 0250.0 0000 ? 0000 ? 5
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0050.0 0000 ? 0000 ? 5
+? C W 00 00 ? ? ? 310 ? ? G ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.500 1274.9 0762 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.801 0255.1 0270 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1500.0 4170 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 4880 ? 0000 ? 2
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0020.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.700 1320.0 0000 ? 0000 ? 3
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 ? 5
+? C A 00 00 ? S 2 000 ? ? F ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1220.0 4880 ? 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 1220.0 0762 ? 0000 ? U
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 3.200 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.601 0610.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.321 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.601 1220.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 0150.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1220.0 0762 ? 0000 ? 3
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0250.0 0000 ? 0000 ? 5
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 1220.0 0000 Y 0000 ? U
+? C R 00 00 ? S 2 000 ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1320.0 0762 ? 0000 ? 2
+? C S 00 00 ? ? ? 400 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0609.9 0000 ? 0000 ? 1
+? C A 00 00 ? S 3 000 N ? F ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 0610.0 4170 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 0761 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1320.0 4880 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 0150.0 0762 ? 0000 ? 3
+? C M 00 00 ? ? ? 600 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.299 1050.0 1220 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1300.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0375.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 0762 ? 0000 ? 3
+? C R 06 00 T ? ? 000 ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.200 1220.0 0000 ? 0000 ? 3
+? C S 00 00 ? ? ? 400 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.000 0075.0 0000 ? 0000 ? 1
+? C R 06 00 T ? ? 000 ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 1320.0 0762 ? 0000 ? 3
+? C A 00 70 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.500 0610.0 0000 ? 0600 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 4880 ? 0000 ? 2
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0520.0 0762 ? 0000 ? 3
+? C ? 00 70 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.800 0050.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 1320.0 4880 Y 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 0610.0 0000 ? 0000 ? 3
+? C ? 00 00 ? ? ? 500 ? P ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.000 0610.0 0762 ? 0000 ? 2
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 0.500 0609.9 3000 ? 0000 ? 5
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? SHEET 1.000 0610.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.601 1320.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.301 0610.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 0609.9 0612 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1500.0 4170 ? 0000 ? 2
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1300.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 1.201 0050.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? F ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.750 0610.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0374.9 0762 ? 0000 ? 3
+? C R 00 00 ? ? ? 500 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0609.9 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 4880 ? 0000 ? 2
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.090 0900.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 1320.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0150.0 0762 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 2.200 0900.0 0000 ? 0000 ? 3
+? C V 00 00 ? S 2 000 ? ? ? 1 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 4880 ? 0000 ? 3
+? C A 04 00 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.000 0025.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.700 0610.0 0000 ? 0000 3 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1320.0 4880 ? 0000 ? 2
+? C V 00 00 ? S 2 000 ? ? ? 1 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1320.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1320.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 0762 N 0000 ? 3
+? C A 00 50 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.601 0610.0 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 0761 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0610.0 0000 ? 0000 ? 3
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.300 0900.0 0000 ? 0600 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0300.1 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0300.1 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 4.000 0610.0 0000 ? 0600 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 0610.0 0762 ? 0000 ? 3
+ZS C A 00 85 T ? ? 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 1220.0 0762 ? 0000 ? U
+? C M 00 00 ? ? ? 350 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.601 0609.9 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 1220.0 0300 ? 0000 ? 3
+ZS C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1220.0 0000 ? 0000 3 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1300.0 0762 ? 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 1220.0 4880 ? 0000 ? U
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1220.0 0761 ? 0000 ? 5
+? C A 00 00 ? S 2 000 ? ? G ? ? Y ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0610.0 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0610.0 0762 ? 0000 ? 3
+? C R 06 00 T ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.000 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 4880 ? 0000 ? 3
+? C S 00 00 ? ? ? 400 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0075.0 0000 ? 0000 ? 1
+? C A 00 00 ? S 3 000 N ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.500 1320.0 0000 ? 0000 ? 3
+ZS C A 00 50 T ? ? 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1250.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 0610.0 0000 ? 0000 ? 3
+? C ? 00 50 T ? ? 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.601 1320.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1320.1 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.201 0385.1 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0500.0 4880 ? 0000 ? 3
+? C ? 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1320.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 4.000 0500.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.400 0609.9 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0610.0 4170 ? 0000 ? 2
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 1.600 0610.0 0762 ? 0000 ? 5
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1300.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 3.200 0050.0 0000 ? 0000 ? 3
+? C A 00 80 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.500 0029.0 0000 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0595.0 0762 ? 0000 ? 3
+ZS C A 00 85 T ? ? 000 ? ? E ? ? ? Y ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 1200.0 0611 ? 0000 ? U
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.801 0355.0 0000 ? 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 4.000 0610.0 0000 ? 0500 ? U
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0609.9 0000 ? 0000 ? 3
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.500 0900.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 4.000 1000.0 0000 ? 0600 ? 3
+ZS C R 00 00 ? ? ? 300 ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? COIL 0.800 0915.0 0000 ? 0000 ? 1
+? C A 00 00 ? S 2 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 0610.0 0000 ? 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? M ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 3.201 0610.0 0000 ? 0600 ? U
+? C A 00 00 ? S 3 000 N ? F ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 1320.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 1320.0 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 1.600 0610.0 0762 ? 0000 ? 5
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.700 0610.0 0000 ? 0000 ? 3
+ZS C A 00 85 T ? ? 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 1220.0 0000 ? 0000 ? U
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0900.0 0000 ? 0500 ? 3
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 0.500 0609.9 0612 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1500.0 0612 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1320.0 4880 ? 0000 ? 2
+? C A 00 00 ? S 3 000 N ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.500 1320.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.800 0900.1 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 4.000 0385.1 0000 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1300.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.700 0375.0 0612 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.400 0610.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.300 1320.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0610.0 0000 ? 0000 3 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.201 1220.0 0000 Y 0000 ? U
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1320.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0610.0 0000 ? 0000 ? 2
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0610.0 0000 N 0000 ? 3
+? C M 00 00 ? ? ? 350 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0609.9 0000 ? 0000 ? 3
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.090 0610.0 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 0609.9 0612 ? 0000 ? 3
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.600 0900.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.000 1500.0 0612 ? 0000 ? 2
+? C V 00 00 ? S 2 000 ? ? ? 2 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0020.0 0000 ? 0000 ? 2
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0900.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.999 1220.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1320.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.000 0610.0 0612 ? 0000 ? 2
+? C R 06 00 T ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0609.9 0762 ? 0000 ? 3
+? C M 00 00 ? ? ? 350 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.900 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 0610.0 4880 ? 0000 ? 2
+ZS C A 00 50 T ? ? 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 1320.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 0335.0 0612 ? 0000 ? 2
+? C S 00 00 ? ? ? 700 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.000 0609.9 0000 ? 0000 ? 1
+? C M 00 00 ? ? ? 600 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.900 1050.0 1220 ? 0000 ? 2
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.201 0075.0 0000 ? 0000 ? 3
+? C M 00 00 ? ? ? 600 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.300 1090.0 0000 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.700 0020.0 0000 ? 0000 ? 3
+? C ? 00 00 ? ? ? 500 ? P ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? B ? ? ? ? SHEET 2.000 0609.9 0301 ? 0000 ? 2
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.201 0610.0 0000 Y 0000 ? U
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? COIL 0.799 0249.9 0000 ? 0000 ? 5
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0610.0 0762 Y 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.599 1320.0 0761 ? 0000 ? 3
+? C W 00 00 ? ? ? 310 ? ? G ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0610.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 1320.0 0000 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.090 0610.0 0000 ? 0000 ? 3
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0900.0 0000 ? 0000 ? 3
+? C A 00 00 ? ? ? 500 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1320.0 0000 ? 0000 ? 3
+? C V 00 00 ? S 2 000 ? ? ? 2 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1320.0 0762 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1320.0 4880 ? 0000 ? 3
+? C ? 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.301 0020.0 0000 ? 0000 ? 3
+ZS C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0335.0 0612 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 0762 Y 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1220.0 0761 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.090 0900.0 0000 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.801 0255.1 0269 ? 0000 ? 3
+ZS C A 00 85 T ? ? 000 ? ? E ? ? ? Y ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 0600.0 0150 ? 0000 ? U
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 0762 N 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0831.9 0881 ? 0000 ? 2
+ZS C R 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0020.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.321 0610.0 0000 ? 0000 ? 3
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1275.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1220.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0595.0 0762 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.200 0900.0 0000 ? 0000 ? 3
+ZS C A 00 00 ? S 5 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.201 0050.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 0335.0 3000 ? 0000 ? 2
+? C M 00 00 ? ? ? 350 ? ? G ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.400 1310.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 0762 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 4.000 0610.0 0000 ? 0600 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? P ? ? ? ? ? ? ? ? ? ? SHEET 0.500 0610.0 0762 ? 0000 ? 5
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 2.800 0610.0 0000 ? 0600 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.799 1300.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1500.0 0612 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 0609.9 4170 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 3.201 0152.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.601 1320.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 1320.0 4880 N 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 1320.0 0762 ? 0000 ? 3
+? C A 00 80 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1320.0 0612 Y 0000 ? U
+? C A 00 00 ? ? ? 500 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1525.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.000 0610.0 4170 ? 0000 ? 2
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.799 0020.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1300.0 0762 ? 0000 ? 2
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 0.600 0610.0 0300 ? 0000 ? 5
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 ? 5
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 0762 Y 0000 ? 3
+? C A 00 70 T ? ? 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.500 0610.0 0000 ? 0600 ? 3
+ZS C A 00 50 T ? ? 000 ? ? E ? ? Y ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.451 0020.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1500.0 4170 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 0761 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.201 1320.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0300.1 0762 ? 0000 ? 3
+? C A 04 00 T ? ? 000 ? ? G ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.500 0025.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.500 1000.0 0000 ? 0600 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0609.9 4880 ? 0000 ? 3
+? C A 00 70 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0050.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1320.0 0000 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.300 0609.9 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0609.9 0612 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? F ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 4170 ? 0000 ? 3
+? C A 00 50 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 3.200 0610.0 0000 ? 0000 ? 3
+? C A 00 70 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0610.0 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 1320.0 0000 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 4.000 0385.1 0000 ? 0000 ? 3
+? C A 00 70 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.600 1320.0 0000 ? 0600 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.200 0640.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0020.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 1320.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 0609.9 0614 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 1320.0 4880 ? 0000 ? 3
+TN C A 00 00 ? S 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.200 0609.9 0000 ? 0000 ? 5
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.000 0610.0 0000 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 1.500 0900.0 0000 ? 0000 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0900.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 0762 N 0000 ? 3
+ZS C R 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0609.9 0000 ? 0000 ? 3
+ZS C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 1320.0 0762 Y 0000 ? 3
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.501 1275.0 4880 ? 0000 ? 3
+ZS C A 00 85 T ? ? 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 1220.0 0762 ? 0000 ? U
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 0759 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0609.9 3000 ? 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 0200.1 4880 ? 0000 ? U
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0609.9 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 0.600 0335.0 3000 ? 0000 ? 5
+ZS C A 00 50 T ? ? 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 1250.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.700 1300.0 0762 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 0612 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 0610.0 4880 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.300 0610.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0609.0 0000 ? 0000 ? 3
+ZS C A 00 85 T ? ? 000 ? ? E ? ? ? Y ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 1200.0 0150 ? 0000 ? U
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.200 0609.9 0000 ? 0000 ? U
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.700 0609.9 4170 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1300.0 4880 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0020.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 1320.0 0000 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 1300.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 1320.0 4170 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0520.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.300 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.601 0610.0 4880 ? 0000 ? 3
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? ? P ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0610.0 0762 ? 0000 ? 5
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.600 0609.9 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0519.9 0762 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.000 0075.0 0000 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.300 0900.0 0000 ? 0500 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0610.0 4880 Y 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.800 0356.1 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1300.0 4880 ? 0000 ? 2
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.201 0190.0 0000 ? 0000 ? U
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.501 0600.1 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.999 0610.0 0762 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? COIL 1.200 0609.9 0000 ? 0000 ? 5
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.799 0609.9 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 0150 ? 0000 ? 3
+? C V 00 00 ? S 2 000 ? ? ? 1 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 1320.0 0000 ? 0000 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.500 0640.0 0000 ? 0000 ? 3
+? C A 00 00 ? ? ? 500 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1320.0 0762 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.301 0500.0 4120 Y 0000 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0900.0 0000 ? 0000 ? 3
+? C ? 00 45 ? S ? 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.700 1320.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.000 0610.0 4170 ? 0000 ? 2
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 1.000 0610.0 0000 ? 0000 ? 3
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.300 0640.0 0000 ? 0500 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0610.0 0612 ? 0000 ? 2
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 0762 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? F ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0520.0 0762 ? 0000 ? 3
+ZS C A 00 00 ? S 5 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0609.9 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? B ? ? C ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0600.1 0000 ? 0000 ? 5
+? C V 00 00 ? S 2 000 ? ? ? 2 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1320.0 4880 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.601 0610.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1320.0 0762 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1220.0 0612 ? 0000 ? 5
+? C A 00 45 ? S ? 000 ? ? D ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 4880 N 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0609.9 0762 ? 0000 ? 3
+ZS C A 00 00 ? S 5 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 0020.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 1320.0 0000 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0609.9 0000 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.601 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 0762 ? 0000 ? 2
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1275.0 0762 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.400 1220.0 4170 ? 0000 ? 3
+ZS C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.799 0020.0 0000 ? 0000 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.500 0640.0 0000 ? 0000 ? 3
+? C R 06 00 T ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 1320.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.599 0610.0 0762 ? 0000 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0900.0 0000 ? 0600 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.301 0610.0 0000 N 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0609.9 0001 ? 0000 ? 5
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.700 0609.9 0612 ? 0000 ? 3
+ZS C A 00 50 T ? ? 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.300 1250.0 0000 ? 0000 ? 3
+ZS C A 00 50 T ? ? 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.300 0610.0 0000 ? 0000 ? 3
+? C ? 00 00 ? ? ? 500 ? P ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? B ? ? ? ? SHEET 2.000 0300.1 0301 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1300.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 1.200 0599.9 0000 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.800 0356.1 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.601 0610.0 4880 ? 0000 ? 3
+ZS C A 00 85 T ? ? 000 ? ? E ? ? ? Y ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.400 0600.0 0611 ? 0000 ? U
+? C R 00 00 ? A 3 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.601 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.699 0020.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? F ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 0610.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0610.0 0000 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.801 0356.0 0762 ? 0000 ? 3
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.500 0610.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0609.0 0612 ? 0000 ? 3
+? C ? 00 00 T S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0610.0 0000 ? 0000 ? 3
+? C ? 00 00 ? ? ? 500 ? P ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.000 0300.1 0301 ? 0000 ? 2
+? C A 00 00 ? S 3 000 N ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.000 1320.0 0000 ? 0000 ? 3
+? C ? 00 00 ? ? ? 500 ? P ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0610.0 0762 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 1320.0 0301 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0609.9 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 0610.0 0000 ? 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.001 0609.9 0000 ? 0000 ? U
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0519.0 0762 ? 0000 ? 3
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.000 0065.1 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.599 0610.0 4170 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0609.9 4880 ? 0000 ? 3
+? C ? 00 50 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.600 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1320.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1320.0 0761 ? 0000 ? 2
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.600 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.700 1220.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0520.0 0762 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 1320.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 1320.0 0762 N 0000 ? 3
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 0.500 1220.0 4880 ? 0000 ? 5
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.201 0000.0 0000 ? 0000 ? 3
+ZS C R 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 1250.0 0000 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 3.200 0640.0 0000 ? 0600 ? 3
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? COIL 0.800 0050.0 0000 ? 0000 ? 5
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 0610.0 0762 ? 0000 ? 3
+TN C A 00 00 ? S 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0609.9 0000 ? 0000 ? 5
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.799 0020.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.601 0610.0 0000 ? 0000 3 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 1320.0 0762 Y 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0609.9 0000 ? 0000 ? U
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 0761 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.699 0609.9 0000 ? 0000 ? 3
+? C A 00 80 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.500 0028.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 4170 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 1220.0 0761 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 0610.0 0150 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? SHEET 3.200 0610.0 0762 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0610.0 0761 ? 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? M ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 4.000 1000.0 0000 ? 0600 ? U
+? C R 06 00 T ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 0610.0 4880 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0610.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0609.9 0762 ? 0000 ? 2
+? C A 00 50 T ? ? 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.601 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 0762 Y 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 4.000 0050.0 0000 ? 0000 ? 3
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.500 1274.9 0762 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 0150.0 0762 ? 0000 ? 2
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0609.9 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0609.9 4880 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1320.0 0759 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.601 0830.0 0881 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0060.0 0000 ? 0000 ? 3
+? C A 00 70 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.801 1320.0 0000 ? 0600 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.599 0610.0 0000 ? 0000 ? 2
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.300 1220.0 4170 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.601 0150.0 4880 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.001 1320.0 0000 ? 0500 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 4880 N 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 1320.0 0762 Y 0000 ? 3
+? C M 00 00 ? ? ? 600 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.299 1050.0 1220 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0300.1 4880 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? B ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 0.600 1220.0 0762 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 0761 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 0612 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0609.9 0762 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 4880 N 0000 ? 3
+ZS C A 00 00 ? S 5 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.200 0610.0 0000 ? 0000 ? 3
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 1275.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 1320.0 0611 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 0001 ? 0000 ? 2
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.800 0255.0 0270 ? 0000 ? 3
+? C A 08 00 ? S ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0020.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0520.0 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 0610.0 0300 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0610.0 0000 N 0000 ? 3
+? C M 00 00 ? ? ? 600 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.900 0610.0 3000 ? 0000 ? 2
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.801 0610.0 0000 ? 0600 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.300 0900.0 0000 ? 0600 ? 3
+? C R 06 00 T ? ? 000 ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 1320.0 4880 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? B ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 1.600 0610.0 4880 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 0610.0 4170 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1320.0 4880 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0374.9 0762 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0609.9 0000 ? 0000 ? 5
+ZS C A 00 50 T ? ? 000 ? ? E ? ? Y ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 1250.0 4880 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0609.9 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 4880 N 0000 ? 3
+? C ? 00 70 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.799 0609.9 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0519.9 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 0762 ? 0000 ? 2
+ZS C A 00 50 T ? ? 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.601 1250.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0610.0 0000 ? 0000 ? 3
+? C ? 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.300 1320.0 0000 ? 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 1.000 0020.0 0000 ? 0000 ? U
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 ? 5
+? C M 00 00 ? ? ? 600 ? P ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.000 1320.0 4880 ? 0000 ? 2
+? C A 00 45 ? S ? 000 ? ? D ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 0760 N 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.300 0640.0 0000 ? 0600 ? 3
+? C ? 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 1320.0 0000 ? 0000 ? 3
+? C ? 00 50 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 1.201 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 1320.0 4880 Y 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0609.9 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 4880 ? 0000 ? 2
+ZS C A 00 00 ? S 5 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 0609.9 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 1320.0 0761 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 ? 2
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 1.600 1220.0 0761 ? 0000 ? 5
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1220.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1525.0 4170 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 2 3
+? C R 06 00 T ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.500 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.300 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0610.0 4880 Y 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? B ? ? C ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0609.9 0000 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.300 0610.0 0000 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.801 1320.0 0000 ? 0600 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? B ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 1.600 0610.0 0762 ? 0000 ? 5
+ZS C A 00 50 T ? ? 000 ? ? E ? ? Y ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.451 0610.0 0762 ? 0000 ? 3
+? C ? 00 50 T ? ? 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.601 0610.0 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? P ? ? ? ? ? ? ? ? ? ? COIL 0.600 0609.9 0000 ? 0000 ? 5
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1320.0 0762 ? 0000 ? 2
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 1.600 0335.0 0612 ? 0000 ? 5
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0610.0 0761 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0610.0 0762 Y 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 1320.0 0150 ? 0000 ? 3
+? C A 00 00 ? ? ? 500 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.900 1320.0 0000 ? 0000 ? 3
+? C A 00 70 T ? ? 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0609.9 0000 ? 0000 ? 2
+? C ? 00 70 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.799 0609.0 0000 ? 0000 ? 3
+ZS C R 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0609.9 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0150.0 0762 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 1320.0 0000 ? 0000 ? 3
+ZS C A 00 50 T ? ? 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 1220.0 0762 ? 0000 ? 3
+ZS C A 00 85 T ? ? 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.321 1220.0 0000 ? 0000 ? U
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1274.9 4880 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? Y Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0606.9 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0609.9 0762 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0020.0 0000 ? 0000 ? 2
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 1.000 0900.0 0000 ? 0000 ? 3
+? C ? 00 00 ? ? ? 500 ? P ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? B ? ? ? ? SHEET 2.000 0609.9 4880 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 0150.0 0612 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0610.0 0000 ? 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 1220.0 4880 ? 0000 ? U
+? C S 70 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1320.0 0762 ? 0000 ? 3
+? C ? 00 50 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 1.201 1320.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1525.0 0612 ? 0000 ? 2
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0150.0 4880 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0335.0 0001 ? 0000 ? 5
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.601 1300.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 1320.0 0762 Y 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0609.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.700 1220.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.599 0609.9 0000 ? 0000 ? 2
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0595.0 4880 ? 0000 ? 3
+? C R 00 00 ? A 3 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1320.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0075.0 0000 ? 0000 ? 3
+? C V 00 00 ? S 2 000 ? ? ? 1 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0609.9 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.700 0150.0 0612 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0150.0 0762 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? P ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1220.0 0762 ? 0000 ? 5
+? C ? 00 70 T ? ? 000 ? ? G ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.801 1000.0 0000 ? 0600 ? 3
+? C R 00 00 ? A 3 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 1320.0 0000 ? 0000 ? 3
+ZS C A 00 70 T ? ? 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 0610.0 0000 ? 0000 ? 3
+? C S 70 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.500 0610.0 4880 ? 0000 ? 3
+ZS C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 0609.9 4170 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0609.9 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 0610.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.601 0609.9 0612 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 4880 Y 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 0610.0 4170 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0610.0 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1220.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0609.9 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.700 1300.0 4170 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? COIL 0.800 0050.0 0000 ? 0000 ? 5
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.100 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.000 1500.0 4170 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 0610.0 0000 ? 0000 3 3
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.500 0610.0 0000 ? 0600 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 0609.9 4170 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0335.0 0611 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1300.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? C ? ? ? ? COIL 0.699 0610.0 0000 N 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0374.9 4880 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1320.0 4880 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0610.0 4880 Y 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 0610.0 0762 N 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0375.0 0612 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.300 0020.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0610.0 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 0610.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.601 1320.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 3.201 0609.9 0000 ? 0000 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.300 0900.0 0000 ? 0600 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 0150.0 0762 ? 0000 ? 3
+? C V 00 00 ? S 2 000 ? ? ? 2 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 4880 ? 0000 ? 2
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0250.0 0000 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1300.0 4880 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0900.0 0000 ? 0600 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.900 0966.0 0000 ? 0000 ? 3
+? C A 00 50 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 1.001 0050.0 0000 Y 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1300.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0609.9 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 0610.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1500.0 4170 ? 0000 ? 2

data/tanveer/annealing/anneal.names

@@ -0,0 +1,115 @@
+1. Title of Database: Annealing Data
+
+2. Source Information: donated by David Sterling and Wray Buntine.
+
+3. Past Usage: unknown
+
+4. Relevant Information:
+   -- Explanation: I suspect this was left by Ross Quinlan in 1987 at the
+      4th Machine Learning Workshop.  I'd have to check with Jeff Schlimmer
+      to double check this.
+
+5. Number of Instances: 798
+
+6. Number of Attributes: 38
+   -- 6 continuously-valued
+   -- 3 integer-valued
+   -- 29 nominal-valued
+
+7. Attribute Information:
+    1. family:		--,GB,GK,GS,TN,ZA,ZF,ZH,ZM,ZS
+    2. product-type:	C, H, G
+    3. steel:		-,R,A,U,K,M,S,W,V
+    4. carbon:		continuous
+    5. hardness:	continuous
+    6. temper_rolling:	-,T
+    7. condition:	-,S,A,X
+    8. formability:	-,1,2,3,4,5
+    9. strength:	continuous
+   10. non-ageing:	-,N
+   11. surface-finish:	P,M,-
+   12. surface-quality: -,D,E,F,G
+   13. enamelability:	-,1,2,3,4,5
+   14. bc:		Y,-
+   15. bf:		Y,-
+   16. bt:		Y,-
+   17. bw/me:		B,M,-
+   18. bl:		Y,-
+   19. m:		Y,-
+   20. chrom:		C,-
+   21. phos:		P,-
+   22. cbond:		Y,-
+   23. marvi:		Y,-
+   24. exptl:		Y,-
+   25. ferro:		Y,-
+   26. corr:		Y,-
+   27. blue/bright/varn/clean:		B,R,V,C,-
+   28. lustre:		Y,-
+   29. jurofm:		Y,-
+   30. s:		Y,-
+   31. p:		Y,-
+   32. shape:		COIL, SHEET
+   33. thick:		continuous
+   34. width:		continuous
+   35. len:		continuous
+   36. oil:		-,Y,N
+   37. bore:		0000,0500,0600,0760
+   38. packing:	-,1,2,3
+   classes:        1,2,3,4,5,U
+ 
+   -- The '-' values are actually 'not_applicable' values rather than
+      'missing_values' (and so can be treated as legal discrete
+      values rather than as showing the absence of a discrete value).
+
+8. Missing Attribute Values: Signified with "?"
+   Attribute:  Number of instances missing its value:
+   1           0
+   2           0
+   3           70
+   4           0
+   5           0
+   6           675
+   7           271
+   8           283
+   9           0
+  10           703
+  11           790
+  12           217
+  13           785
+  14           797
+  15           680
+  16           736
+  17           609
+  18           662
+  19           798
+  20           775
+  21           791
+  22           730
+  23           798
+  24           796
+  25           772
+  26           798
+  27           793
+  28           753
+  29           798
+  30           798
+  31           798
+  32           0
+  33           0
+  34           0
+  35           0
+  36           740
+  37           0
+  38           789
+  39           0
+
+9. Distribution of Classes
+     Class Name:   Number of Instances:
+     1               8
+     2              88
+     3             608
+     4               0
+     5              60
+     U              34
+                   ---
+                   798

data/tanveer/annealing/anneal.test

@@ -0,0 +1,100 @@
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.699 0609.9 0000 ? 0000 ? 3
+ZS C A 00 85 T ? ? 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 0610.0 0762 ? 0000 ? U
+ZS C A 00 50 T ? ? 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0610.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 1320.0 0000 ? 0000 ? 3
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0050.0 0000 ? 0000 ? 5
+? C ? 00 00 ? ? ? 500 ? P ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? B ? ? ? ? SHEET 1.600 0300.1 0301 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 0762 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.600 0610.0 4170 ? 0000 ? 3
+ZS C A 00 00 ? S 5 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 1250.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0610.0 0762 ? 0000 ? 3
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.800 0050.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.800 0609.9 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.601 0831.9 0881 ? 0000 ? 2
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.700 0609.9 4170 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 4.000 0385.1 0000 ? 0000 ? 3
+? C ? 00 50 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.601 1320.0 0000 ? 0000 ? 3
+? C ? 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.301 1320.0 0762 Y 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 0150.0 3000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1320.0 4880 ? 0000 ? 3
+? C ? 00 70 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.600 0609.9 0000 ? 0000 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 1.600 0335.0 3000 ? 0000 ? 5
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 0.500 0335.0 3000 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 4880 Y 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 0301 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0060.0 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 1320.0 0000 ? 0000 ? 3
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 1.600 1220.0 0762 ? 0000 ? 5
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.600 1320.0 0000 ? 0000 ? 3
+? C V 00 00 ? S 2 000 ? ? ? 1 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1320.0 0762 ? 0000 ? 3
+? C ? 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0610.0 0000 ? 0000 ? 3
+? C ? 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1320.0 4880 ? 0000 ? 3
+? C M 00 00 ? ? ? 350 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0050.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 0.301 1220.0 4170 ? 0000 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0640.0 0000 ? 0600 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 0375.0 0612 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 1320.0 0000 ? 0000 ? 3
+? C S 70 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 2.500 0610.0 0762 ? 0000 ? 3
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0610.0 0000 Y 0000 ? U
+? C K 65 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0900.0 0000 ? 0600 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.200 0900.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.999 1220.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.001 0610.0 0000 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.300 0610.0 4880 Y 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.601 0610.0 0762 ? 0000 ? 3
+? C A 00 00 ? S 3 000 N ? F ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.000 0610.0 4880 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.999 0610.0 0762 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0000.0 0762 ? 0000 ? 3
+? C R 00 00 ? ? ? 500 ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.400 1320.0 4880 N 0000 ? 3
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 0762 ? 0000 ? 3
+? C ? 00 00 ? A 2 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.601 0610.0 0762 ? 0000 ? 3
+ZS C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.000 1250.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1320.0 0761 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? Y ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 1320.0 0000 ? 0000 ? 3
+ZS C A 00 00 ? S 3 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 0609.9 4170 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.601 0609.0 4880 ? 0000 ? 3
+? C M 00 00 ? ? ? 600 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.900 1050.0 1220 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1525.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 3.200 0609.9 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? COIL 0.700 0599.9 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0609.9 0000 ? 0000 ? 2
+? C M 00 00 ? ? ? 350 ? ? G ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.600 0610.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? SHEET 1.200 0375.0 0612 ? 0000 ? 3
+? C A 08 00 ? S ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0609.9 0000 ? 0000 ? 3
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 1300.0 4880 ? 0000 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.100 0610.0 0000 ? 0000 ? 3
+? C V 00 00 ? S 2 000 ? ? ? 2 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0609.9 0762 ? 0000 ? 2
+? C A 00 00 ? S 2 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.300 1320.0 0000 ? 0000 ? 3
+ZS C A 00 85 T ? ? 000 ? ? E ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.800 0610.0 4880 ? 0000 ? U
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.600 0520.0 0000 ? 0000 ? 3
+? C A 00 80 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1320.0 4170 Y 0000 ? U
+? C A 00 60 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.801 0050.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? E ? ? ? ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 3.200 1320.0 0762 ? 0000 ? 3
+ZS C A 00 00 ? S 5 000 N ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.000 0609.9 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.699 0610.0 0000 ? 0000 ? 3
+? C W 00 00 ? ? ? 310 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 0610.0 0762 ? 0000 ? 3
+? C ? 00 70 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? COIL 0.600 0610.0 0000 ? 0600 ? 3
+? C K 55 00 ? ? ? 000 ? ? ? ? ? ? ? M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 2.200 0640.0 0000 ? 0000 ? 3
+? C A 00 45 ? S ? 000 ? ? D ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.700 1320.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? F ? ? Y ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.700 1220.0 0762 ? 0000 ? 3
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 0610.0 4880 ? 0000 ? 2
+? C ? 00 00 ? S 1 000 ? ? G ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? Y ? ? ? COIL 0.240 0020.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.300 1320.0 0000 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.699 0375.0 0612 ? 0000 ? 3
+ZS C A 00 50 T ? ? 000 ? ? E ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 0.451 1250.0 0762 ? 0000 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 1.500 0900.0 0000 ? 0000 ? 3
+? C A 00 00 ? S 2 000 ? ? G ? ? Y ? B Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 1300.0 4880 ? 0000 ? 3
+? C R 00 00 ? S 2 000 ? ? E ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 1320.0 0000 ? 0000 ? 3
+? C K 45 00 ? ? ? 000 ? ? ? ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 3.200 0640.0 0000 ? 0500 ? 3
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? B ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 1.600 0609.9 3000 ? 0000 ? 5
+TN C ? 00 00 ? A 1 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? SHEET 1.600 0609.9 0612 ? 0000 ? 5
+? C R 00 00 ? S 2 000 ? ? ? ? ? ? ? ? Y ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.600 1500.0 4170 ? 0000 ? 2
+TN C A 00 00 ? ? 3 000 N ? ? ? ? ? ? ? ? ? C ? ? ? ? ? ? ? ? ? ? ? SHEET 1.200 0609.9 0001 ? 0000 ? 5
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? B ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 0610.0 0762 ? 0000 ? 2
+? C R 00 00 ? S 3 000 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.601 0830.0 0880 ? 0000 ? 2
+? C V 00 00 ? S 2 000 ? ? ? 2 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? SHEET 1.599 0150.0 0762 ? 0000 ? 2
+? C A 00 85 T ? ? 000 ? ? G ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 0.400 0020.0 0000 ? 0000 ? U
+? C A 00 85 T ? ? 000 ? ? G ? ? ? Y M ? ? ? ? ? ? ? ? ? ? ? ? ? ? COIL 4.000 0610.0 0000 ? 0500 ? U

data/tanveer/annealing/annealing.cost

@@ -0,0 +1,8 @@
+% Rows	Columns
+5	5
+% Matrix elements
+ 0.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 0.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 0.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 0.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 0.0	

data/tanveer/annealing/annealing.desc

@@ -0,0 +1,39 @@
+1 discreta 10 -- GB GK GS TN ZA ZF ZH ZM ZS
+2 discreta 3 C H G
+3 discreta 9 - R A U K M S W V
+4 continua
+5 continua
+6 discreta 2 - T
+7 discreta 4 - S A X
+8 discreta 6 - 1 2 3 4 5
+9 continua
+10 discreta 2 - N
+11 discreta 3 P M -
+12 discreta 5 - D E F G
+13 discreta 6 - 1 2 3 4 5
+14 discreta 2 Y -
+15 discreta 2 Y -
+16 discreta 2 Y -
+17 discreta 3 B M -
+18 discreta 2 Y -
+19 discreta 2 Y -
+20 discreta 2 C -
+21 discreta 2 P -
+22 discreta 2 Y -
+23 discreta 2 Y -
+24 discreta 2 Y -
+25 discreta 2 Y -
+26 discreta 2 Y -
+27 discreta 5 B R V C -
+28 discreta 2 Y -
+29 discreta 2 Y -
+30 discreta 2 Y -
+31 discreta 2 Y -
+32 discreta 2 COIL SHEET
+33 continua
+34 continua
+35 continua
+36 discreta 3 - Y N
+37 discreta 4 0000 0500 0600 0760
+38 discreta 4 - 1 2 3
+individual 1 2 3 4 5 U

data/tanveer/annealing/annealing.txt

@@ -0,0 +1,10 @@
+n_entradas= 31
+n_clases= 5
+n_arquivos= 2
+fich1= annealing_train_R.dat
+n_patrons1= 798
+fich2= annealing_test_R.dat
+n_patrons2= 100
+n_patrons_entrena= 399
+n_patrons_valida= 399
+n_conxuntos= 1

data/tanveer/annealing/annealing_test.arff

@@ -0,0 +1,134 @@
+@relation annealing
+@attribute 'f1' real
+@attribute 'f2' real
+@attribute 'f3' real
+@attribute 'f4' real
+@attribute 'f5' real
+@attribute 'f6' real
+@attribute 'f7' real
+@attribute 'f8' real
+@attribute 'f9' real
+@attribute 'f10' real
+@attribute 'f11' real
+@attribute 'f12' real
+@attribute 'f13' real
+@attribute 'f14' real
+@attribute 'f15' real
+@attribute 'f16' real
+@attribute 'f17' real
+@attribute 'f18' real
+@attribute 'f19' real
+@attribute 'f20' real
+@attribute 'f21' real
+@attribute 'f22' real
+@attribute 'f23' real
+@attribute 'f24' real
+@attribute 'f25' real
+@attribute 'f26' real
+@attribute 'f27' real
+@attribute 'f28' real
+@attribute 'f29' real
+@attribute 'f30' real
+@attribute 'f31' real
+@attribute 'clase' {0,1,2,3,4}
+@data
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data/tanveer/annealing/annealing_test_R.dat

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+74	-3.72926e-16	-0.5	5.11983e-17	60	1	3.14702e-16	-1.72265e-15	1.11301e-18	-1.83507e-16	-2.91503e-16	1	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	-1	2.801	50	1.34117e-16	-2.66426e-17	-1	-1.55821e-17	2
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+77	-3.72926e-16	-0.5	5.11983e-17	45	1.80863e-18	-0.333333	-1.72265e-15	1.11301e-18	-1.83507e-16	-2.91503e-16	-0.5	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	-1	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	-1	0.699	610	1.34117e-16	-2.66426e-17	-1	-1.55821e-17	2
+78	-3.72926e-16	0.75	5.11983e-17	-1.15892e-16	1.80863e-18	3.14702e-16	-1.72265e-15	310	-1.83507e-16	-2.91503e-16	1	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	1	1.599	610	762	-2.66426e-17	-1	-1.55821e-17	2
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+80	-3.72926e-16	5.14765e-18	55	-1.15892e-16	1.80863e-18	3.14702e-16	-1.72265e-15	1.11301e-18	-1.83507e-16	-2.91503e-16	-2.00341e-17	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	-1	2.2	640	1.34117e-16	-2.66426e-17	-1	-1.55821e-17	2
+81	-3.72926e-16	-0.5	5.11983e-17	45	1.80863e-18	-0.333333	-1.72265e-15	1.11301e-18	-1.83507e-16	-2.91503e-16	-0.5	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	-1	0.7	1320	1.34117e-16	-2.66426e-17	-1	-1.55821e-17	2
+82	-3.72926e-16	-0.5	5.11983e-17	-1.15892e-16	1.80863e-18	-0.333333	-0.2	1.11301e-18	-1.83507e-16	-2.91503e-16	0.5	-1.16622e-16	-4.13273e-16	-1	2.1634e-16	1.53317e-16	-1	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	1	0.7	1220	762	-2.66426e-17	-1	-1.55821e-17	2
+83	-3.72926e-16	-0.75	5.11983e-17	-1.15892e-16	1.80863e-18	-0.333333	0.2	1.11301e-18	-1.83507e-16	-2.91503e-16	-2.00341e-17	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	1	1.599	610	4880	-2.66426e-17	-1	-1.55821e-17	1
+84	-3.72926e-16	5.14765e-18	5.11983e-17	-1.15892e-16	1.80863e-18	-0.333333	-0.6	1.11301e-18	-1.83507e-16	-2.91503e-16	1	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	4.24333e-17	2.46044e-16	-1.84794e-16	-1	-1.62673e-16	6.53195e-17	-2.49261e-16	-1	-1	0.24	20	1.34117e-16	-2.66426e-17	-1	-1.55821e-17	2
+85	-3.72926e-16	-0.5	5.11983e-17	-1.15892e-16	1.80863e-18	-0.333333	-0.2	1.11301e-18	-1.83507e-16	-2.91503e-16	1	-1.16622e-16	-4.13273e-16	-2.50983e-16	-1	1.53317e-16	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	-1	0.3	1320	1.34117e-16	-2.66426e-17	-1	-1.55821e-17	2
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+88	-3.72926e-16	5.14765e-18	45	-1.15892e-16	1.80863e-18	3.14702e-16	-1.72265e-15	1.11301e-18	-1.83507e-16	-2.91503e-16	-2.00341e-17	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	-1	1.5	900	1.34117e-16	-2.66426e-17	-1	-1.55821e-17	2
+89	-3.72926e-16	-0.5	5.11983e-17	-1.15892e-16	1.80863e-18	-0.333333	-0.2	1.11301e-18	-1.83507e-16	-2.91503e-16	1	-1.16622e-16	-4.13273e-16	-1	2.1634e-16	-1	-1	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	1	1.599	1300	4880	-2.66426e-17	-1	-1.55821e-17	2
+90	-3.72926e-16	-0.75	5.11983e-17	-1.15892e-16	1.80863e-18	-0.333333	-0.2	1.11301e-18	-1.83507e-16	-2.91503e-16	-2.00341e-17	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	-1	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	-1	3.2	1320	1.34117e-16	-2.66426e-17	-1	-1.55821e-17	2
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+92	-0.111111	-0.5	5.11983e-17	-1.15892e-16	1.80863e-18	3.14702e-16	0.2	1.11301e-18	1	-2.91503e-16	-2.00341e-17	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	-1	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	-1	-2.49261e-16	-1.43926e-16	1	1.6	609.9	3000	-2.66426e-17	-1	-1.55821e-17	3
+93	-0.111111	5.14765e-18	5.11983e-17	-1.15892e-16	1.80863e-18	0.333333	-0.6	1.11301e-18	-1.83507e-16	-2.91503e-16	-2.00341e-17	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	-1	-2.49261e-16	-1.43926e-16	1	1.6	609.9	612	-2.66426e-17	-1	-1.55821e-17	3
+94	-3.72926e-16	-0.75	5.11983e-17	-1.15892e-16	1.80863e-18	-0.333333	-0.2	1.11301e-18	-1.83507e-16	-2.91503e-16	-2.00341e-17	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	-1	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	1	1.6	1500	4170	-2.66426e-17	-1	-1.55821e-17	1
+95	-0.111111	-0.5	5.11983e-17	-1.15892e-16	1.80863e-18	3.14702e-16	0.2	1.11301e-18	1	-2.91503e-16	-2.00341e-17	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	4.24333e-17	-1	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	1	1.2	609.9	1	-2.66426e-17	-1	-1.55821e-17	3
+96	-3.72926e-16	-0.75	5.11983e-17	-1.15892e-16	1.80863e-18	-0.333333	0.2	1.11301e-18	-1.83507e-16	-2.91503e-16	-2.00341e-17	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	-1	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	1	1.599	610	762	-2.66426e-17	-1	-1.55821e-17	1
+97	-3.72926e-16	-0.75	5.11983e-17	-1.15892e-16	1.80863e-18	-0.333333	0.2	1.11301e-18	-1.83507e-16	-2.91503e-16	-2.00341e-17	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	1	1.601	830	880	-2.66426e-17	-1	-1.55821e-17	1
+98	-3.72926e-16	1	5.11983e-17	-1.15892e-16	1.80863e-18	-0.333333	-0.2	1.11301e-18	-1.83507e-16	-2.91503e-16	-2.00341e-17	-0.2	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	1	1.599	150	762	-2.66426e-17	-1	-1.55821e-17	1
+99	-3.72926e-16	-0.5	5.11983e-17	85	1	3.14702e-16	-1.72265e-15	1.11301e-18	-1.83507e-16	-2.91503e-16	1	-1.16622e-16	-4.13273e-16	-2.50983e-16	2.1634e-16	1.53317e-16	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	-1	0.4	20	1.34117e-16	-2.66426e-17	-1	-1.55821e-17	4
+100	-3.72926e-16	-0.5	5.11983e-17	85	1	3.14702e-16	-1.72265e-15	1.11301e-18	-1.83507e-16	-2.91503e-16	1	-1.16622e-16	-4.13273e-16	-2.50983e-16	-1	1.53317e-16	4.24333e-17	2.46044e-16	-1.84794e-16	3.68822e-16	-1.62673e-16	6.53195e-17	-2.49261e-16	-1.43926e-16	-1	4	610	1.34117e-16	-2.66426e-17	-0.333333	-1.55821e-17	4

data/tanveer/annealing/annealing_train.arff

@@ -0,0 +1,832 @@
+@relation annealing
+@attribute 'f1' real
+@attribute 'f2' real
+@attribute 'f3' real
+@attribute 'f4' real
+@attribute 'f5' real
+@attribute 'f6' real
+@attribute 'f7' real
+@attribute 'f8' real
+@attribute 'f9' real
+@attribute 'f10' real
+@attribute 'f11' real
+@attribute 'f12' real
+@attribute 'f13' real
+@attribute 'f14' real
+@attribute 'f15' real
+@attribute 'f16' real
+@attribute 'f17' real
+@attribute 'f18' real
+@attribute 'f19' real
+@attribute 'f20' real
+@attribute 'f21' real
+@attribute 'f22' real
+@attribute 'f23' real
+@attribute 'f24' real
+@attribute 'f25' real
+@attribute 'f26' real
+@attribute 'f27' real
+@attribute 'f28' real
+@attribute 'f29' real
+@attribute 'f30' real
+@attribute 'f31' real
+@attribute 'clase' {0,1,2,3,4}
+@data
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+796	-0.223425	-0.205931	-0.260996	-0.477159	-0.426607	-0.737314	-0.589063	-0.266999	-0.367377	0.100568	-0.539068	0.112473	0.0353996	0.416308	0.290058	-2.11191	0.452969	0.172163	0.0940131	0.305015	0.0500941	0.183403	0.0491189	0.244307	-1.08301	-0.907428	-0.424598	-0.674719	-0.164296	-0.220071	-0.104075	2
+797	-0.223425	-0.205931	-0.260996	-0.477159	-0.426607	-0.737314	-0.589063	-0.266999	-0.367377	0.100568	1.5958	0.112473	0.0353996	0.416308	0.290058	-2.11191	0.452969	0.172163	0.0940131	0.305015	0.0500941	0.183403	0.0491189	0.244307	0.922194	2.34231	-0.424351	1.91171	-0.164296	-0.220071	-0.104075	2
+798	-0.223425	-0.871245	-0.260996	-0.477159	-0.426607	-0.737314	-0.589063	-0.266999	-0.367377	0.100568	-0.539068	0.112473	0.0353996	-2.39906	0.290058	0.472912	0.452969	0.172163	0.0940131	0.305015	0.0500941	0.183403	0.0491189	0.244307	0.922194	0.484156	1.77469	1.53541	-0.164296	-0.220071	-0.104075	1

data/tanveer/annealing/conxuntos.dat

@@ -0,0 +1,2 @@
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data/tanveer/annealing/conxuntos_kfold.dat

@@ -0,0 +1,8 @@
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data/tanveer/annealing/le_datos.m

@@ -0,0 +1,147 @@
+% annealing
+printf('lendo problema annealing ...\n');
+
+n_entradas= 38; n_clases= 5; n_fich= 2; fich{1}= 'anneal.data'; n_patrons(1)= 798; fich{2}= 'anneal.test'; n_patrons(2)= 100;
+
+n_max= max(n_patrons); x = zeros(n_fich, n_max, n_entradas); cl= zeros(n_fich, n_max);
+
+continua=[0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0];
+
+family = {'--','GB','GK','GS','TN','ZA','ZF','ZH','ZM','ZS'}; n_family=length(family);
+product_type={ 'C', 'H', 'G'}; n_product_type=length(product_type);
+steel={'-','R','A','U','K','M','S','W','V'};n_steel= length(steel);
+temper_rolling={'-','T'};n_temper_rolling= length(temper_rolling);
+condition={'-','S','A','X'};n_condition= length(condition);
+formability={'-','1','2','3','4','5'};n_formability= length(formability);
+non_ageing=	{'-','N'};n_non_ageing = length(non_ageing);
+surface_finish={'P','M','-'};n_surface_finish = length(surface_finish);
+surface_quality={'-','D','E','F','G'};n_surface_quality = length(surface_quality);
+enamelability={'-','1','2','3','4','5'}; n_enamelability = length(enamelability);
+bc={'Y','-'};n_bc = length(bc);
+bf={'Y','-'}; n_bf = length(bf);
+bt={'Y','-'};n_bt = length(bt);
+bw_me={'B','M','-'}; n_bw_me = length(bw_me);
+bl={'Y','-'};n_bl = length(bl);
+m={'Y','-'};n_m = length(m);
+chrom={'C','-'}; n_chrom = length(chrom);
+phos={'P','-'}; n_phos = length(phos);
+cbond={'Y','-'}; n_cbond = length(cbond);
+marvi={'Y','-'}; n_marvi = length(marvi);
+exptl={'Y','-'}; n_exptl = length(exptl);
+ferro={'Y','-'};n_ferro = length(ferro);
+corr={'Y','-'};n_corr = length(corr);
+color={'B','R','V','C','-'}; n_color = length(color);
+lustre={'Y','-'}; n_lustre = length(lustre);
+jurofm={'Y','-'}; n_jurofm = length(jurofm);
+s={'Y','-'};n_s = length(s);
+p={'Y','-'}; n_p = length(p);
+shape={'COIL', 'SHEET'}; n_shape = length(shape);
+oil={'-','Y','N'}; n_oil = length(oil);
+bore={'0000','0500','0600','0760'}; n_bore = length(bore);
+packing={'-','1','2','3'}; n_packing = length(packing);
+classes={'1','2','3','5','U'};  % non hai patróns da clase '4'
+
+n_patrons_total = sum(n_patrons); n_iter=0;
+
+for i_fich=1:n_fich
+  f=fopen(fich{i_fich}, 'r');
+  if -1==f
+	error('erro en fopen abrindo %s\n', fich{i_fich});
+  end
+  for i=1:n_patrons(i_fich)
+	fprintf(2,'%5.1f%%\r', 100*n_iter++/n_patrons_total);
+	for j = 1:n_entradas
+	  t = fscanf(f,'%s',1);
+%  	  printf('%s ', t);	  
+	  if strcmp(t, '?')  % entrada ausente
+		x(i_fich, i, j) = 0;
+	  elseif 1==continua(j)
+		x(i_fich, i, j) = str2double(t);
+	  else
+		if j==1
+		  n= n_family; k=family;
+		elseif j==2
+		  n= n_product_type; k=product_type;
+		elseif j==3
+		  n= n_steel; k=steel;
+		elseif j==6
+		  n = n_temper_rolling; k= temper_rolling;
+		elseif j==7  
+		  n= n_condition; k=condition;
+  		elseif j==8
+		  n= n_formability; k=formability;
+		elseif j==10
+		  n= n_non_ageing; k= non_ageing;
+		elseif j==11
+			  n= n_surface_finish; k= surface_finish;
+		elseif j==12
+			  n= n_surface_quality; k= surface_quality;
+		elseif j==13
+			  n= n_enamelability; k= enamelability;
+		elseif j==14
+			  n= n_bc; k= bc;
+		elseif j==15
+			  n= n_bf; k= bf;
+		elseif j==16
+			  n= n_bt; k= bt;
+		elseif j==17
+			  n= n_bw_me; k= bw_me;
+		elseif j==18,
+			  n= n_bl; k= bl;
+		elseif j==19
+			  n= n_m; k= m;
+		elseif j==20
+			  n= n_chrom; k= chrom;
+		elseif j==21
+			  n= n_phos; k= phos;
+		elseif j==22
+			  n= n_cbond; k= cbond;
+		elseif j==23
+			  n= n_marvi; k= marvi;
+		elseif j==24
+			  n= n_exptl; k= exptl;
+		elseif j==25
+			  n= n_ferro; k= ferro;
+		elseif j==26
+			  n= n_corr; k= corr;
+		elseif j==27
+			  n= n_color; k= color;
+		elseif j==28
+			  n= n_lustre; k= lustre;
+		elseif j==29
+			  n= n_jurofm; k= jurofm;
+		elseif j==30
+			  n= n_s; k= s;
+		elseif j==31
+			  n= n_p; p={'Y','-'};
+		elseif j==32
+			  n= n_shape; k= shape;
+		elseif j==36
+			  n= n_oil; k= oil;
+		elseif j==37
+			  n= n_bore; k= bore;
+		elseif j==38
+			  n= n_packing; k= packing;
+		else
+		  error('entrada %i non discreta', j);
+		end
+		a = 2/(n-1); b= (1+n)/(1-n);
+		for l=1:n
+		  if strcmp(t, k(l))
+			x(i_fich,i,j) = a*l + b; break
+		  end
+		end
+	  end
+	end
+	% lectura da clase
+	t= fscanf(f,'%s',1);
+	for j=1:n_clases
+	  if strcmp(t, classes(j))
+		cl(i_fich,i)= j-1; break
+	  end
+	end
+%  	printf('cl= %i\n', cl(i_fich,i));
+%  	disp(x(i_fich,i,:))	
+  end
+  fclose(f);
+end

data/tanveer/arrhythmia/arrhythmia.arff

@@ -0,0 +1,717 @@
+@relation arrhythmia
+@attribute 'f1' real
+@attribute 'f2' real
+@attribute 'f3' real
+@attribute 'f4' real
+@attribute 'f5' real
+@attribute 'f6' real
+@attribute 'f7' real
+@attribute 'f8' real
+@attribute 'f9' real
+@attribute 'f10' real
+@attribute 'f11' real
+@attribute 'f12' real
+@attribute 'f13' real
+@attribute 'f14' real
+@attribute 'f15' real
+@attribute 'f16' real
+@attribute 'f17' real
+@attribute 'f18' real
+@attribute 'f19' real
+@attribute 'f20' real
+@attribute 'f21' real
+@attribute 'f22' real
+@attribute 'f23' real
+@attribute 'f24' real
+@attribute 'f25' real
+@attribute 'f26' real
+@attribute 'f27' real
+@attribute 'f28' real
+@attribute 'f29' real
+@attribute 'f30' real
+@attribute 'f31' real
+@attribute 'f32' real
+@attribute 'f33' real
+@attribute 'f34' real
+@attribute 'f35' real
+@attribute 'f36' real
+@attribute 'f37' real
+@attribute 'f38' real
+@attribute 'f39' real
+@attribute 'f40' real
+@attribute 'f41' real
+@attribute 'f42' real
+@attribute 'f43' real
+@attribute 'f44' real
+@attribute 'f45' real
+@attribute 'f46' real
+@attribute 'f47' real
+@attribute 'f48' real
+@attribute 'f49' real
+@attribute 'f50' real
+@attribute 'f51' real
+@attribute 'f52' real
+@attribute 'f53' real
+@attribute 'f54' real
+@attribute 'f55' real
+@attribute 'f56' real
+@attribute 'f57' real
+@attribute 'f58' real
+@attribute 'f59' real
+@attribute 'f60' real
+@attribute 'f61' real
+@attribute 'f62' real
+@attribute 'f63' real
+@attribute 'f64' real
+@attribute 'f65' real
+@attribute 'f66' real
+@attribute 'f67' real
+@attribute 'f68' real
+@attribute 'f69' real
+@attribute 'f70' real
+@attribute 'f71' real
+@attribute 'f72' real
+@attribute 'f73' real
+@attribute 'f74' real
+@attribute 'f75' real
+@attribute 'f76' real
+@attribute 'f77' real
+@attribute 'f78' real
+@attribute 'f79' real
+@attribute 'f80' real
+@attribute 'f81' real
+@attribute 'f82' real
+@attribute 'f83' real
+@attribute 'f84' real
+@attribute 'f85' real
+@attribute 'f86' real
+@attribute 'f87' real
+@attribute 'f88' real
+@attribute 'f89' real
+@attribute 'f90' real
+@attribute 'f91' real
+@attribute 'f92' real
+@attribute 'f93' real
+@attribute 'f94' real
+@attribute 'f95' real
+@attribute 'f96' real
+@attribute 'f97' real
+@attribute 'f98' real
+@attribute 'f99' real
+@attribute 'f100' real
+@attribute 'f101' real
+@attribute 'f102' real
+@attribute 'f103' real
+@attribute 'f104' real
+@attribute 'f105' real
+@attribute 'f106' real
+@attribute 'f107' real
+@attribute 'f108' real
+@attribute 'f109' real
+@attribute 'f110' real
+@attribute 'f111' real
+@attribute 'f112' real
+@attribute 'f113' real
+@attribute 'f114' real
+@attribute 'f115' real
+@attribute 'f116' real
+@attribute 'f117' real
+@attribute 'f118' real
+@attribute 'f119' real
+@attribute 'f120' real
+@attribute 'f121' real
+@attribute 'f122' real
+@attribute 'f123' real
+@attribute 'f124' real
+@attribute 'f125' real
+@attribute 'f126' real
+@attribute 'f127' real
+@attribute 'f128' real
+@attribute 'f129' real
+@attribute 'f130' real
+@attribute 'f131' real
+@attribute 'f132' real
+@attribute 'f133' real
+@attribute 'f134' real
+@attribute 'f135' real
+@attribute 'f136' real
+@attribute 'f137' real
+@attribute 'f138' real
+@attribute 'f139' real
+@attribute 'f140' real
+@attribute 'f141' real
+@attribute 'f142' real
+@attribute 'f143' real
+@attribute 'f144' real
+@attribute 'f145' real
+@attribute 'f146' real
+@attribute 'f147' real
+@attribute 'f148' real
+@attribute 'f149' real
+@attribute 'f150' real
+@attribute 'f151' real
+@attribute 'f152' real
+@attribute 'f153' real
+@attribute 'f154' real
+@attribute 'f155' real
+@attribute 'f156' real
+@attribute 'f157' real
+@attribute 'f158' real
+@attribute 'f159' real
+@attribute 'f160' real
+@attribute 'f161' real
+@attribute 'f162' real
+@attribute 'f163' real
+@attribute 'f164' real
+@attribute 'f165' real
+@attribute 'f166' real
+@attribute 'f167' real
+@attribute 'f168' real
+@attribute 'f169' real
+@attribute 'f170' real
+@attribute 'f171' real
+@attribute 'f172' real
+@attribute 'f173' real
+@attribute 'f174' real
+@attribute 'f175' real
+@attribute 'f176' real
+@attribute 'f177' real
+@attribute 'f178' real
+@attribute 'f179' real
+@attribute 'f180' real
+@attribute 'f181' real
+@attribute 'f182' real
+@attribute 'f183' real
+@attribute 'f184' real
+@attribute 'f185' real
+@attribute 'f186' real
+@attribute 'f187' real
+@attribute 'f188' real
+@attribute 'f189' real
+@attribute 'f190' real
+@attribute 'f191' real
+@attribute 'f192' real
+@attribute 'f193' real
+@attribute 'f194' real
+@attribute 'f195' real
+@attribute 'f196' real
+@attribute 'f197' real
+@attribute 'f198' real
+@attribute 'f199' real
+@attribute 'f200' real
+@attribute 'f201' real
+@attribute 'f202' real
+@attribute 'f203' real
+@attribute 'f204' real
+@attribute 'f205' real
+@attribute 'f206' real
+@attribute 'f207' real
+@attribute 'f208' real
+@attribute 'f209' real
+@attribute 'f210' real
+@attribute 'f211' real
+@attribute 'f212' real
+@attribute 'f213' real
+@attribute 'f214' real
+@attribute 'f215' real
+@attribute 'f216' real
+@attribute 'f217' real
+@attribute 'f218' real
+@attribute 'f219' real
+@attribute 'f220' real
+@attribute 'f221' real
+@attribute 'f222' real
+@attribute 'f223' real
+@attribute 'f224' real
+@attribute 'f225' real
+@attribute 'f226' real
+@attribute 'f227' real
+@attribute 'f228' real
+@attribute 'f229' real
+@attribute 'f230' real
+@attribute 'f231' real
+@attribute 'f232' real
+@attribute 'f233' real
+@attribute 'f234' real
+@attribute 'f235' real
+@attribute 'f236' real
+@attribute 'f237' real
+@attribute 'f238' real
+@attribute 'f239' real
+@attribute 'f240' real
+@attribute 'f241' real
+@attribute 'f242' real
+@attribute 'f243' real
+@attribute 'f244' real
+@attribute 'f245' real
+@attribute 'f246' real
+@attribute 'f247' real
+@attribute 'f248' real
+@attribute 'f249' real
+@attribute 'f250' real
+@attribute 'f251' real
+@attribute 'f252' real
+@attribute 'f253' real
+@attribute 'f254' real
+@attribute 'f255' real
+@attribute 'f256' real
+@attribute 'f257' real
+@attribute 'f258' real
+@attribute 'f259' real
+@attribute 'f260' real
+@attribute 'f261' real
+@attribute 'f262' real
+@attribute 'clase' {0,1,2,3,4,5,6,7,8,9,10,11,12}
+@data
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data/tanveer/arrhythmia/arrhythmia.names

@@ -0,0 +1,187 @@
+1. Title: Cardiac Arrhythmia Database
+
+2. Sources:
+   (a) Original owners od Database:
+       -- 1. H. Altay Guvenir, PhD., 
+             Bilkent University,
+             Department of Computer Engineering and Information Science,
+             06533 Ankara, Turkey
+             Phone: +90 (312) 266 4133
+             Email: guvenir@cs.bilkent.edu.tr
+
+       -- 2. Burak Acar, M.S.,
+             Bilkent University, 
+             EE Eng. Dept. 
+             06533 Ankara, Turkey
+             Email: buraka@ee.bilkent.edu.tr
+
+       -- 2. Haldun Muderrisoglu, M.D., Ph.D., 
+             Baskent University, 
+             School of Medicine
+             Ankara, Turkey
+
+   (b) Donor: H. Altay Guvenir
+              Bilkent University,
+              Department of Computer Engineering and Information Science,
+              06533 Ankara, Turkey
+              Phone: +90 (312) 266 4133
+              Email: guvenir@cs.bilkent.edu.tr
+
+   (c) Date: January, 1998
+
+3. Past Usage:
+   1. H. Altay Guvenir, Burak Acar, Gulsen Demiroz, Ayhan Cekin
+      "A Supervised Machine Learning Algorithm for Arrhythmia Analysis"
+      Proceedings of the Computers in Cardiology Conference, 
+      Lund, Sweden, 1997.
+      
+      The aim is to determine the type of arrhythmia from 
+      the ECG recordings.
+
+4. Relevant Information:
+     This database contains 279 attributes, 206 of which are linear
+     valued and the rest are nominal. 
+
+     Concerning the study of H. Altay Guvenir: "The aim is to distinguish
+     between the presence and absence of cardiac arrhythmia and to
+     classify it in one of the 16 groups. Class 01 refers to 'normal'
+     ECG classes 02 to 15 refers to different classes of arrhythmia
+     and class 16 refers to the rest of unclassified ones. For the
+     time being, there exists a computer program that makes such a
+     classification. However there are differences between the
+     cardiolog's and the programs classification. Taking the
+     cardiolog's as a gold standard we aim to minimise this difference
+     by means of machine learning tools."
+
+     The names and id numbers of the patients were recently 
+     removed from the database.
+
+5. Number of Instances: 452
+
+6. Number of Attributes: 279
+
+7. Attribute Information:
+   -- Complete attribute documentation:
+      1 Age: Age in years , linear
+      2 Sex: Sex (0 = male; 1 = female) , nominal
+      3 Height: Height in centimeters , linear
+      4 Weight: Weight in kilograms , linear
+      5 QRS duration: Average of QRS duration in msec., linear
+      6 P-R interval: Average duration between onset of P and Q waves
+        in msec., linear
+      7 Q-T interval: Average duration between onset of Q and offset
+        of T waves in msec., linear
+      8 T interval: Average duration of T wave in msec., linear
+      9 P interval: Average duration of P wave in msec., linear
+     Vector angles in degrees on front plane of:, linear
+     10 QRS
+     11 T
+     12 P
+     13 QRST
+     14 J
+
+     15 Heart rate: Number of heart beats per minute ,linear
+    
+     Of channel DI:
+      Average width, in msec., of: linear
+      16 Q wave
+      17 R wave
+      18 S wave
+      19 R' wave, small peak just after R
+      20 S' wave
+
+      21 Number of intrinsic deflections, linear
+
+      22 Existence of ragged R wave, nominal
+      23 Existence of diphasic derivation of R wave, nominal
+      24 Existence of ragged P wave, nominal
+      25 Existence of diphasic derivation of P wave, nominal
+      26 Existence of ragged T wave, nominal
+      27 Existence of diphasic derivation of T wave, nominal
+
+     Of channel DII: 
+      28 .. 39 (similar to 16 .. 27 of channel DI)
+     Of channels DIII:
+      40 .. 51
+     Of channel AVR:
+      52 .. 63
+     Of channel AVL:
+      64 .. 75
+     Of channel AVF:
+      76 .. 87
+     Of channel V1:
+      88 .. 99
+     Of channel V2:
+      100 .. 111
+     Of channel V3:
+      112 .. 123
+     Of channel V4:
+      124 .. 135
+     Of channel V5:
+      136 .. 147
+     Of channel V6:
+      148 .. 159
+
+     Of channel DI:
+      Amplitude , * 0.1 milivolt, of
+      160 JJ wave, linear
+      161 Q wave, linear
+      162 R wave, linear
+      163 S wave, linear
+      164 R' wave, linear
+      165 S' wave, linear
+      166 P wave, linear
+      167 T wave, linear
+      
+      168 QRSA , Sum of areas of all segments divided by 10,
+          ( Area= width * height / 2 ), linear
+      169 QRSTA = QRSA + 0.5 * width of T wave * 0.1 * height of T
+          wave. (If T is diphasic then the bigger segment is
+          considered), linear
+
+     Of channel DII:
+      170 .. 179
+     Of channel DIII:
+      180 .. 189
+     Of channel AVR:
+      190 .. 199
+     Of channel AVL:
+      200 .. 209
+     Of channel AVF:
+      210 .. 219
+     Of channel V1:
+      220 .. 229
+     Of channel V2:
+      230 .. 239
+     Of channel V3:
+      240 .. 249
+     Of channel V4:
+      250 .. 259
+     Of channel V5:
+      260 .. 269
+     Of channel V6:
+      270 .. 279
+      
+8. Missing Attribute Values: Several.  Distinguished with '?'.
+
+9. Class Distribution:
+       Database:  Arrhythmia
+       
+       Class code :   Class   :                       Number of instances:
+       01             Normal				          245
+       02             Ischemic changes (Coronary Artery Disease)   44
+       03             Old Anterior Myocardial Infarction           15
+       04             Old Inferior Myocardial Infarction           15
+       05             Sinus tachycardy			           13
+       06             Sinus bradycardy			           25
+       07             Ventricular Premature Contraction (PVC)       3
+       08             Supraventricular Premature Contraction	    2
+       09             Left bundle branch block 		            9	
+       10             Right bundle branch block		           50
+       11             1. degree AtrioVentricular block	            0	
+       12             2. degree AV block		            0
+       13             3. degree AV block		            0
+       14             Left ventricule hypertrophy 	            4
+       15             Atrial Fibrillation or Flutter	            5
+       16             Others				           22
+

data/tanveer/arrhythmia/arrhythmia.txt

@@ -0,0 +1,8 @@
+n_entradas= 262
+n_clases= 13
+n_arquivos= 1
+fich1= arrhythmia_R.dat
+n_patrons1= 452
+n_patrons_entrena= 226
+n_patrons_valida= 226
+n_conxuntos= 1

data/tanveer/arrhythmia/arrhythmia_R.dat

@@ -0,0 +1,453 @@
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data/tanveer/arrhythmia/le_datos.m

@@ -0,0 +1,35 @@
+% annealing
+printf('lendo problema %s ...\n', problema);
+
+n_entradas= 279; n_clases= 13; % ollo: hai 16 clases, pero as clases 11, 12 e 13 non teñen patróns
+n_fich= 1; fich{1}= 'arrhythmia.data'; n_patrons(1)= 452; %fich{2}= ' '; n_patrons(2)= 0;
+
+n_max= max(n_patrons);
+x = zeros(n_fich, n_max, n_entradas); cl= zeros(n_fich, n_max);
+
+n_patrons_total = sum(n_patrons); n_iter=0;
+
+for i_fich=1:n_fich
+  f=fopen(fich{i_fich}, 'r');
+  if -1==f
+	error('erro en fopen abrindo %s\n', fich{i_fich});
+  end
+  for i=1:n_patrons(i_fich)
+  	fprintf(2,'%5.1f%%\r', 100*n_iter++/n_patrons_total);
+	for j = 1:n_entradas
+	  t = fscanf(f,'%c',1);
+	  if t ~= '?'
+		fseek(f,-1,SEEK_CUR); t = fscanf(f, '%f',1); x(i_fich,i,j) = t;
+	  else
+		x(i_fich,i,j) = 0;
+	  end
+	  fscanf(f,'%c',1);  % le e descarta a coma
+	end	
+	t= fscanf(f,'%i',1);  	% lectura da clase
+	if t>=14
+	  t=t-3;
+	end
+	cl(i_fich,i) = t - 1;
+  end
+  fclose(f);
+end

data/tanveer/audiology-std/audiology-std.cost

@@ -0,0 +1,21 @@
+% Rows	Columns
+18	18
+% Matrix elements
+ 0.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 0.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 0.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 0.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 0.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 1.0	 0.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 0.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 0.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 0.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 0.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 0.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 0.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 0.0	 1.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 0.0	 1.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 0.0	 1.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 0.0	 1.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 0.0	 1.0	
+ 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 1.0	 0.0	

data/tanveer/audiology-std/audiology-std.txt

@@ -0,0 +1,10 @@
+n_entradas= 59
+n_clases= 18
+n_arquivos= 2
+fich1= audiology-std_train_R.dat
+n_patrons1= 171
+fich2= audiology-std_test_R.dat
+n_patrons2= 25
+n_patrons_entrena= 86
+n_patrons_valida= 85
+n_conxuntos= 1

data/tanveer/audiology-std/audiology-std_con_repeticions.txt

@@ -0,0 +1,10 @@
+n_entradas= 59
+n_clases= 18
+n_arquivos= 2
+fich1= audiology-std_train_R.dat
+n_patrons1= 194
+fich2= audiology-std_test_R.dat
+n_patrons2= 25
+n_patrons_entrena= 97
+n_patrons_valida= 97
+n_conxuntos= 1

data/tanveer/audiology-std/audiology-std_test.arff

@@ -0,0 +1,87 @@
+@relation audiology-std
+@attribute 'f1' real
+@attribute 'f2' real
+@attribute 'f3' real
+@attribute 'f4' real
+@attribute 'f5' real
+@attribute 'f6' real
+@attribute 'f7' real
+@attribute 'f8' real
+@attribute 'f9' real
+@attribute 'f10' real
+@attribute 'f11' real
+@attribute 'f12' real
+@attribute 'f13' real
+@attribute 'f14' real
+@attribute 'f15' real
+@attribute 'f16' real
+@attribute 'f17' real
+@attribute 'f18' real
+@attribute 'f19' real
+@attribute 'f20' real
+@attribute 'f21' real
+@attribute 'f22' real
+@attribute 'f23' real
+@attribute 'f24' real
+@attribute 'f25' real
+@attribute 'f26' real
+@attribute 'f27' real
+@attribute 'f28' real
+@attribute 'f29' real
+@attribute 'f30' real
+@attribute 'f31' real
+@attribute 'f32' real
+@attribute 'f33' real
+@attribute 'f34' real
+@attribute 'f35' real
+@attribute 'f36' real
+@attribute 'f37' real
+@attribute 'f38' real
+@attribute 'f39' real
+@attribute 'f40' real
+@attribute 'f41' real
+@attribute 'f42' real
+@attribute 'f43' real
+@attribute 'f44' real
+@attribute 'f45' real
+@attribute 'f46' real
+@attribute 'f47' real
+@attribute 'f48' real
+@attribute 'f49' real
+@attribute 'f50' real
+@attribute 'f51' real
+@attribute 'f52' real
+@attribute 'f53' real
+@attribute 'f54' real
+@attribute 'f55' real
+@attribute 'f56' real
+@attribute 'f57' real
+@attribute 'f58' real
+@attribute 'f59' real
+@attribute 'clase' {0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17}
+@data
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data/tanveer/audiology-std/audiology-std_test_R.dat

@@ -0,0 +1,26 @@
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data/tanveer/audiology-std/audiology-std_train.arff

@@ -0,0 +1,233 @@
+@relation audiology-std
+@attribute 'f1' real
+@attribute 'f2' real
+@attribute 'f3' real
+@attribute 'f4' real
+@attribute 'f5' real
+@attribute 'f6' real
+@attribute 'f7' real
+@attribute 'f8' real
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+@attribute 'f18' real
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+@attribute 'f20' real
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+@attribute 'f32' real
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+@attribute 'f38' real
+@attribute 'f39' real
+@attribute 'f40' real
+@attribute 'f41' real
+@attribute 'f42' real
+@attribute 'f43' real
+@attribute 'f44' real
+@attribute 'f45' real
+@attribute 'f46' real
+@attribute 'f47' real
+@attribute 'f48' real
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+@attribute 'f50' real
+@attribute 'f51' real
+@attribute 'f52' real
+@attribute 'f53' real
+@attribute 'f54' real
+@attribute 'f55' real
+@attribute 'f56' real
+@attribute 'f57' real
+@attribute 'f58' real
+@attribute 'f59' real
+@attribute 'clase' {0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17}
+@data
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