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data/tanveer/spect/SPECT.names
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1. Title of Database: SPECT heart data
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2. Sources:
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-- Original owners: Krzysztof J. Cios, Lukasz A. Kurgan
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University of Colorado at Denver, Denver, CO 80217, U.S.A.
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Krys.Cios@cudenver.edu
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Lucy S. Goodenday
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Medical College of Ohio, OH, U.S.A.
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-- Donors: Lukasz A.Kurgan, Krzysztof J. Cios
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-- Date: 10/01/01
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3. Past Usage:
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1. Kurgan, L.A., Cios, K.J., Tadeusiewicz, R., Ogiela, M. & Goodenday, L.S.
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"Knowledge Discovery Approach to Automated Cardiac SPECT Diagnosis"
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Artificial Intelligence in Medicine, vol. 23:2, pp 149-169, Oct 2001
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Results: The CLIP3 machine learning algorithm achieved 84.0% accuracy
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References:
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Cios, K.J., Wedding, D.K. & Liu, N.
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CLIP3: cover learning using integer programming.
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Kybernetes, 26:4-5, pp 513-536, 1997
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Cios, K.J. & Kurgan, L.
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Hybrid Inductive Machine Learning: An Overview of CLIP Algorithms,
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In: Jain, L.C., and Kacprzyk, J. (Eds.)
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New Learning Paradigms in Soft Computing,
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Physica-Verlag (Springer), 2001
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SPECT is a good data set for testing ML algorithms; it has 267 instances
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that are descibed by 23 binary attributes
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Other results (in press):
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-- CLIP4 algorithm achieved 86.1% accuracy
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-- ensemble of CLIP4 classifiers achieved 90.4% accuracy
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-- Predicted attribute: OVERALL_DIAGNOSIS (binary)
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4. Relevant Information:
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The dataset describes diagnosing of cardiac Single Proton Emission Computed Tomography (SPECT) images.
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Each of the patients is classified into two categories: normal and abnormal.
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The database of 267 SPECT image sets (patients) was processed to extract features that summarize the original SPECT images.
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As a result, 44 continuous feature pattern was created for each patient.
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The pattern was further processed to obtain 22 binary feature patterns.
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The CLIP3 algorithm was used to generate classification rules from these patterns.
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The CLIP3 algorithm generated rules that were 84.0% accurate (as compared with cardilogists' diagnoses).
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5. Number of Instances: 267
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6. Number of Attributes: 23 (22 binary + 1 binary class)
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7. Attribute Information:
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1. OVERALL_DIAGNOSIS: 0,1 (class attribute, binary)
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2. F1: 0,1 (the partial diagnosis 1, binary)
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3. F2: 0,1 (the partial diagnosis 2, binary)
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4. F3: 0,1 (the partial diagnosis 3, binary)
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5. F4: 0,1 (the partial diagnosis 4, binary)
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6. F5: 0,1 (the partial diagnosis 5, binary)
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7. F6: 0,1 (the partial diagnosis 6, binary)
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8. F7: 0,1 (the partial diagnosis 7, binary)
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9. F8: 0,1 (the partial diagnosis 8, binary)
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10. F9: 0,1 (the partial diagnosis 9, binary)
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11. F10: 0,1 (the partial diagnosis 10, binary)
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12. F11: 0,1 (the partial diagnosis 11, binary)
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13. F12: 0,1 (the partial diagnosis 12, binary)
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14. F13: 0,1 (the partial diagnosis 13, binary)
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15. F14: 0,1 (the partial diagnosis 14, binary)
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16. F15: 0,1 (the partial diagnosis 15, binary)
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17. F16: 0,1 (the partial diagnosis 16, binary)
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18. F17: 0,1 (the partial diagnosis 17, binary)
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19. F18: 0,1 (the partial diagnosis 18, binary)
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20. F19: 0,1 (the partial diagnosis 19, binary)
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21. F20: 0,1 (the partial diagnosis 20, binary)
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22. F21: 0,1 (the partial diagnosis 21, binary)
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23. F22: 0,1 (the partial diagnosis 22, binary)
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-- dataset is divided into:
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-- training data ("SPECT.train" 80 instances)
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-- testing data ("SPECT.test" 187 instances)
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8. Missing Attribute Values: None
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9. Class Distribution:
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-- entire data
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Class # examples
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0 55
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1 212
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-- training dataset
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Class # examples
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0 40
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1 40
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-- testing dataset
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Class # examples
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0 15
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1 172
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data/tanveer/spect/SPECT.test
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1 0 0 0 1 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 1 0 1
|
||||
1 1 0 1 1 0 0 0 1 0 1 0 1 1 0 0 0 0 0 0 0 1 1
|
||||
1 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1
|
||||
1 0 0 1 0 0 0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 1 1
|
||||
1 0 1 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0
|
||||
1 1 1 0 0 1 0 1 0 0 1 1 1 1 0 0 1 1 1 1 1 0 1
|
||||
1 1 1 0 0 1 1 1 0 1 1 1 1 0 1 0 0 1 0 1 1 0 0
|
||||
1 1 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 1
|
||||
1 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 1 0 1 0 0 1 1
|
||||
1 1 0 1 1 0 0 1 1 1 0 1 1 1 1 1 1 0 1 1 0 1 1
|
||||
1 0 1 1 0 0 1 1 1 0 0 0 1 1 0 0 1 1 1 0 1 1 1
|
||||
1 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 1 0 0 0 0 1 0
|
||||
1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
|
||||
1 1 0 1 0 1 0 1 1 0 1 0 1 1 0 0 0 1 0 0 1 1 0
|
||||
1 1 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 0 0
|
||||
1 0 0 0 0 0 0 1 0 0 0 1 1 1 0 0 0 0 0 0 0 1 1
|
||||
1 1 0 0 0 1 1 0 1 0 0 1 0 0 0 0 0 0 0 1 1 0 0
|
||||
1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0
|
||||
1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0
|
||||
1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0
|
||||
1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0
|
||||
1 0 0 0 1 0 0 1 0 1 0 0 1 0 1 0 0 0 0 0 0 1 0
|
||||
1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
|
||||
1 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 1 1 1 0 0 0 0 1 0 0 1 1 0 1 0 0 0 1 1 1
|
||||
1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
|
||||
1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 0 0 1 0 1 0 0 1
|
||||
1 0 1 1 1 0 0 1 1 1 0 1 1 1 0 0 1 1 1 0 0 1 1
|
||||
1 1 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 0 0 0 1 0
|
||||
1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 0 1 1 1 1 1 0 1
|
||||
1 1 1 1 0 1 0 1 1 1 1 0 1 1 1 0 1 0 0 0 1 1 1
|
||||
1 1 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0
|
||||
1 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0
|
||||
1 1 0 1 1 0 0 0 1 1 1 0 0 1 1 1 1 0 0 1 1 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0
|
||||
0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0
|
||||
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 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
|
||||
0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 1 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
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0
|
||||
0 1 0 0 0 1 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1
|
||||
0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0
|
||||
0 1 1 1 0 1 0 1 1 1 1 1 0 0 1 0 1 0 0 1 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 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 1 0 0 0 1 0 0 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 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
|
||||
0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 1 0 0 0 1 0 1 0 0 1 0 1 0 0 0 0 0 0 1 0 0 0
|
||||
0 1 0 1 0 0 0 0 1 0 1 0 0 1 0 0 0 0 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 0
|
||||
0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 1 0 0 0 1 1 0 0 1 1 0 0 0 1 0 0 0 0 1 1 0 0
|
||||
0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0
|
||||
0 0 0 1 1 0 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 1
|
||||
0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
2
data/tanveer/spect/conxuntos.dat
Executable file
2
data/tanveer/spect/conxuntos.dat
Executable file
@@ -0,0 +1,2 @@
|
||||
59 58 27 34 73 21 44 25 67 23 77 38 46 31 0 75 47 19 51 74 56 71 37 24 30 63 72 3 8 10 66 54 17 13 12 6 36 20 40 1
|
||||
70 4 48 26 76 39 49 2 60 53 42 9 52 68 43 69 16 61 18 65 41 11 64 22 55 57 5 50 14 45 29 32 33 35 78 7 62 15 28
|
||||
8
data/tanveer/spect/conxuntos_kfold.dat
Executable file
8
data/tanveer/spect/conxuntos_kfold.dat
Executable file
@@ -0,0 +1,8 @@
|
||||
74 55 30 47 64 59 49 31 22 51 60 38 52 0 19 44 77 27 2 72 76 43 39 65 56 26 9 53 46 71 21 58 37 25 24 23 11 70 42 66 3 50 28 78 29 36 54 15 45 1 62 32 14 8 5 7 13 10 40
|
||||
34 16 4 18 61 75 68 63 73 57 67 69 48 41 12 33 20 35 6 17
|
||||
39 51 75 61 18 31 48 27 67 16 41 9 23 26 64 42 73 60 34 68 4 74 58 11 19 55 76 56 59 30 43 70 47 57 25 69 65 0 44 1 78 20 7 12 10 17 40 6 13 66 32 33 29 35 5 3 8 54 14
|
||||
72 71 21 63 2 22 24 49 37 38 52 46 77 53 50 45 15 62 36 28
|
||||
25 46 31 48 42 55 60 67 0 47 9 23 2 75 30 43 39 51 71 18 26 59 16 22 58 56 21 76 41 70 34 72 68 27 4 77 19 11 49 5 8 17 28 15 33 36 45 13 35 32 50 3 1 40 29 78 62 54 12
|
||||
73 52 44 64 38 65 57 74 37 24 69 63 61 53 10 20 7 66 6 14
|
||||
56 4 49 11 68 42 19 57 73 41 24 22 65 70 18 52 47 38 27 51 55 34 74 46 31 59 21 37 69 63 48 25 2 71 61 30 0 26 77 62 33 8 7 1 29 17 66 28 35 10 12 20 54 5 15 3 36 14 40
|
||||
72 75 67 58 60 53 64 76 44 39 43 23 9 16 13 50 6 45 32 78
|
||||
24
data/tanveer/spect/le_datos.m
Executable file
24
data/tanveer/spect/le_datos.m
Executable file
@@ -0,0 +1,24 @@
|
||||
printf('lendo problema %s ...\n', problema);
|
||||
|
||||
n_entradas= 22; n_clases= 2;
|
||||
n_fich= 2; fich{1}= 'SPECT.train'; n_patrons(1)= 79; fich{2}= 'SPECT.test'; n_patrons(2)= 186;
|
||||
|
||||
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
|
||||
x(i_fich,i,j) = fscanf(f,'%i',1);
|
||||
end
|
||||
cl(i_fich,i) = fscanf(f,'%i',1); % lectura da clase
|
||||
end
|
||||
fclose(f);
|
||||
end
|
||||
5
data/tanveer/spect/spect.cost
Executable file
5
data/tanveer/spect/spect.cost
Executable file
@@ -0,0 +1,5 @@
|
||||
% Rows Columns
|
||||
2 2
|
||||
% Matrix elements
|
||||
0.0 1.0
|
||||
1.0 0.0
|
||||
10
data/tanveer/spect/spect.txt
Executable file
10
data/tanveer/spect/spect.txt
Executable file
@@ -0,0 +1,10 @@
|
||||
n_entradas= 22
|
||||
n_clases= 2
|
||||
n_arquivos= 2
|
||||
fich1= spect_train_R.dat
|
||||
n_patrons1= 79
|
||||
fich2= spect_test_R.dat
|
||||
n_patrons2= 186
|
||||
n_patrons_entrena= 40
|
||||
n_patrons_valida= 39
|
||||
n_conxuntos= 1
|
||||
211
data/tanveer/spect/spect_test.arff
Executable file
211
data/tanveer/spect/spect_test.arff
Executable file
@@ -0,0 +1,211 @@
|
||||
@relation spect
|
||||
@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 'clase' {0,1}
|
||||
@data
|
||||
1,1,3.51336e-17,-1.60209e-16,1,1,-2.67016e-17,-1.65831e-16,-3.2604e-16,1,1,-1.43345e-16,-5.05924e-17,3.6539e-17,1,1,1,-1.40535e-16,1.29292e-16,1,1,-2.69826e-16,0
|
||||
1,1,3.51336e-17,-1.60209e-16,1,1,-2.67016e-17,-1.65831e-16,-3.2604e-16,2.95123e-17,1,-1.43345e-16,-5.05924e-17,1,-9.55635e-17,-1.36319e-16,-1.2086e-16,-1.40535e-16,1.29292e-16,8.71314e-17,-9.55635e-17,-2.69826e-16,0
|
||||
1,-3.93497e-17,3.51336e-17,-1.60209e-16,1,-2.81069e-18,1,-1.65831e-16,-3.2604e-16,1,8.43207e-18,1,-5.05924e-17,3.6539e-17,1,1,-1.2086e-16,-1.40535e-16,1.29292e-16,8.71314e-17,-9.55635e-17,-2.69826e-16,1
|
||||
1,-3.93497e-17,1,1,1,-2.81069e-18,-2.67016e-17,1,-3.2604e-16,1,8.43207e-18,-1.43345e-16,1,1,1,-1.36319e-16,1,-1.40535e-16,1.29292e-16,8.71314e-17,-9.55635e-17,1,0
|
||||
1,-3.93497e-17,3.51336e-17,1,3.37283e-17,-2.81069e-18,-2.67016e-17,-1.65831e-16,1,2.95123e-17,8.43207e-18,1,-5.05924e-17,1,1,-1.36319e-16,1,-1.40535e-16,1.29292e-16,8.71314e-17,-9.55635e-17,-2.69826e-16,1
|
||||
1,-3.93497e-17,3.51336e-17,1,1,-2.81069e-18,1,-1.65831e-16,-3.2604e-16,1,8.43207e-18,1,-5.05924e-17,1,-9.55635e-17,-1.36319e-16,1,-1.40535e-16,1.29292e-16,8.71314e-17,-9.55635e-17,1,1
|
||||
1,1,3.51336e-17,-1.60209e-16,1,-2.81069e-18,-2.67016e-17,1,1,1,1,-1.43345e-16,1,1,1,-1.36319e-16,1,-1.40535e-16,1.29292e-16,8.71314e-17,1,-2.69826e-16,1
|
||||
1,1,3.51336e-17,-1.60209e-16,1,-2.81069e-18,-2.67016e-17,-1.65831e-16,-3.2604e-16,1,1,-1.43345e-16,-5.05924e-17,3.6539e-17,1,1,-1.2086e-16,-1.40535e-16,1.29292e-16,8.71314e-17,-9.55635e-17,-2.69826e-16,0
|
||||
1,-3.93497e-17,3.51336e-17,-1.60209e-16,3.37283e-17,-2.81069e-18,-2.67016e-17,-1.65831e-16,1,2.95123e-17,8.43207e-18,-1.43345e-16,-5.05924e-17,1,-9.55635e-17,-1.36319e-16,-1.2086e-16,-1.40535e-16,1.29292e-16,8.71314e-17,-9.55635e-17,-2.69826e-16,0
|
||||
1,1,3.51336e-17,-1.60209e-16,1,1,1,-1.65831e-16,-3.2604e-16,1,1,1,-5.05924e-17,3.6539e-17,1,-1.36319e-16,1,1,1.29292e-16,1,-9.55635e-17,-2.69826e-16,0
|
||||
1,1,3.51336e-17,-1.60209e-16,3.37283e-17,1,-2.67016e-17,-1.65831e-16,-3.2604e-16,1,1,-1.43345e-16,-5.05924e-17,1,1,1,-1.2086e-16,-1.40535e-16,1.29292e-16,1,-9.55635e-17,-2.69826e-16,0
|
||||
1,1,3.51336e-17,-1.60209e-16,3.37283e-17,1,1,-1.65831e-16,-3.2604e-16,2.95123e-17,1,1,-5.05924e-17,3.6539e-17,-9.55635e-17,-1.36319e-16,-1.2086e-16,-1.40535e-16,1.29292e-16,1,-9.55635e-17,-2.69826e-16,0
|
||||
1,-3.93497e-17,3.51336e-17,-1.60209e-16,3.37283e-17,-2.81069e-18,1,-1.65831e-16,1,2.95123e-17,8.43207e-18,-1.43345e-16,-5.05924e-17,1,-9.55635e-17,-1.36319e-16,-1.2086e-16,-1.40535e-16,1,8.71314e-17,-9.55635e-17,-2.69826e-16,1
|
||||
1,1,3.51336e-17,-1.60209e-16,3.37283e-17,1,-2.67016e-17,-1.65831e-16,-3.2604e-16,1,1,-1.43345e-16,-5.05924e-17,3.6539e-17,1,-1.36319e-16,-1.2086e-16,-1.40535e-16,1,1,-9.55635e-17,-2.69826e-16,0
|
||||
1,1,3.51336e-17,-1.60209e-16,1,1,-2.67016e-17,-1.65831e-16,-3.2604e-16,1,1,-1.43345e-16,-5.05924e-17,3.6539e-17,-9.55635e-17,-1.36319e-16,1,-1.40535e-16,1.29292e-16,1,1,-2.69826e-16,0
|
||||
1,1,3.51336e-17,1,3.37283e-17,1,-2.67016e-17,-1.65831e-16,1,2.95123e-17,1,-1.43345e-16,-5.05924e-17,1,-9.55635e-17,-1.36319e-16,-1.2086e-16,-1.40535e-16,1,8.71314e-17,-9.55635e-17,1,0
|
||||
1,1,1,-1.60209e-16,3.37283e-17,1,1,1,1,2.95123e-17,1,1,1,1,-9.55635e-17,-1.36319e-16,-1.2086e-16,1,1.29292e-16,8.71314e-17,-9.55635e-17,1,1
|
||||
1,1,3.51336e-17,-1.60209e-16,3.37283e-17,-2.81069e-18,1,1,-3.2604e-16,2.95123e-17,1,1,1,3.6539e-17,-9.55635e-17,-1.36319e-16,-1.2086e-16,1,1.29292e-16,8.71314e-17,-9.55635e-17,-2.69826e-16,1
|
||||
1,1,3.51336e-17,-1.60209e-16,3.37283e-17,1,-2.67016e-17,-1.65831e-16,-3.2604e-16,2.95123e-17,8.43207e-18,-1.43345e-16,-5.05924e-17,3.6539e-17,-9.55635e-17,-1.36319e-16,-1.2086e-16,-1.40535e-16,1.29292e-16,8.71314e-17,1,-2.69826e-16,0
|
||||
1,1,1,1,3.37283e-17,1,-2.67016e-17,1,1,2.95123e-17,1,-1.43345e-16,1,1,-9.55635e-17,-1.36319e-16,1,-1.40535e-16,1.29292e-16,8.71314e-17,1,1,0
|
||||
1,1,3.51336e-17,-1.60209e-16,3.37283e-17,1,-2.67016e-17,-1.65831e-16,-3.2604e-16,2.95123e-17,1,-1.43345e-16,-5.05924e-17,3.6539e-17,-9.55635e-17,-1.36319e-16,1,-1.40535e-16,1,8.71314e-17,1,-2.69826e-16,0
|
||||
1,1,3.51336e-17,1,1,1,1,1,1,1,1,1,1,1,1,1,-1.2086e-16,-1.40535e-16,1,8.71314e-17,1,1,1
|
||||
1,-3.93497e-17,3.51336e-17,1,1,1,-2.67016e-17,-1.65831e-16,1,1,1,-1.43345e-16,-5.05924e-17,1,1,1,1,-1.40535e-16,1,8.71314e-17,1,1,0
|
||||
1,1,1,-1.60209e-16,1,1,1,1,-3.2604e-16,2.95123e-17,8.43207e-18,1,1,3.6539e-17,-9.55635e-17,-1.36319e-16,1,1,1.29292e-16,8.71314e-17,1,-2.69826e-16,0
|
||||
1,1,1,-1.60209e-16,3.37283e-17,1,-2.67016e-17,1,-3.2604e-16,2.95123e-17,1,-1.43345e-16,-5.05924e-17,3.6539e-17,-9.55635e-17,-1.36319e-16,-1.2086e-16,-1.40535e-16,1.29292e-16,8.71314e-17,-9.55635e-17,-2.69826e-16,0
|
||||
1,1,1,-1.60209e-16,3.37283e-17,1,1,1,-3.2604e-16,2.95123e-17,1,-1.43345e-16,-5.05924e-17,3.6539e-17,-9.55635e-17,-1.36319e-16,1,-1.40535e-16,1.29292e-16,8.71314e-17,-9.55635e-17,-2.69826e-16,0
|
||||
1,1,3.51336e-17,1,3.37283e-17,1,-2.67016e-17,-1.65831e-16,1,2.95123e-17,8.43207e-18,-1.43345e-16,-5.05924e-17,1,-9.55635e-17,-1.36319e-16,-1.2086e-16,1,1.29292e-16,8.71314e-17,-9.55635e-17,1,0
|
||||
1,1,1,1,1,-2.81069e-18,1,1,1,2.95123e-17,1,-1.43345e-16,-5.05924e-17,1,1,1,1,-1.40535e-16,1.29292e-16,1,1,-2.69826e-16,0
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||||
187
data/tanveer/spect/spect_test_R.dat
Executable file
187
data/tanveer/spect/spect_test_R.dat
Executable file
@@ -0,0 +1,187 @@
|
||||
f1 f2 f3 f4 f5 f6 f7 f8 f9 f10 f11 f12 f13 f14 f15 f16 f17 f18 f19 f20 f21 f22 clase
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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55 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 1 1 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 1
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56 1 1 3.51336e-17 1 3.37283e-17 1 1 -1.65831e-16 1 1 8.43207e-18 1 1 1 1 1 1 -1.40535e-16 1.29292e-16 1 -9.55635e-17 1 1
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61 1 1 1 1 1 1 1 -1.65831e-16 -3.2604e-16 1 8.43207e-18 1 -5.05924e-17 1 -9.55635e-17 1 1 -1.40535e-16 1.29292e-16 1 1 -2.69826e-16 1
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64 1 1 3.51336e-17 1 1 1 -2.67016e-17 -1.65831e-16 1 1 8.43207e-18 -1.43345e-16 -5.05924e-17 1 1 1 1 -1.40535e-16 1.29292e-16 8.71314e-17 1 1 1
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66 1 1 1 1 3.37283e-17 1 1 1 -3.2604e-16 2.95123e-17 1 1 1 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1 1 1 1 0
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68 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 1 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 1 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 1 -1.40535e-16 1.29292e-16 1 1 -2.69826e-16 0
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69 1 1 1 -1.60209e-16 1 1 1 -1.65831e-16 -3.2604e-16 1 8.43207e-18 -1.43345e-16 1 3.6539e-17 1 -1.36319e-16 1 -1.40535e-16 1.29292e-16 1 1 -2.69826e-16 0
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70 1 1 1 1 3.37283e-17 1 -2.67016e-17 1 1 2.95123e-17 1 -1.43345e-16 1 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1 1 -9.55635e-17 1 1
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71 1 1 1 -1.60209e-16 3.37283e-17 1 1 1 1 2.95123e-17 8.43207e-18 -1.43345e-16 1 1 -9.55635e-17 -1.36319e-16 1 1 1.29292e-16 8.71314e-17 1 1 1
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72 1 -3.93497e-17 1 1 3.37283e-17 -2.81069e-18 1 1 1 2.95123e-17 8.43207e-18 -1.43345e-16 1 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 1 1
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73 1 1 3.51336e-17 1 1 1 -2.67016e-17 -1.65831e-16 1 1 1 -1.43345e-16 -5.05924e-17 1 1 1 1 -1.40535e-16 1 1 1 1 1
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||||
76 1 -3.93497e-17 3.51336e-17 1 3.37283e-17 -2.81069e-18 -2.67016e-17 1 1 2.95123e-17 8.43207e-18 -1.43345e-16 1 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1 1 -9.55635e-17 1 1
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78 1 1 3.51336e-17 1 1 1 -2.67016e-17 -1.65831e-16 1 1 1 -1.43345e-16 -5.05924e-17 1 1 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 1 0
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79 1 -3.93497e-17 1 1 1 1 1 1 1 1 1 1 -5.05924e-17 1 1 1 -1.2086e-16 -1.40535e-16 1.29292e-16 1 -9.55635e-17 1 1
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||||
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81 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 1 -2.67016e-17 -1.65831e-16 1 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 1 1 1 1 1 1.29292e-16 8.71314e-17 1 1 1
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||||
83 1 -3.93497e-17 3.51336e-17 1 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 1 1
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||||
84 1 1 1 1 1 1 1 -1.65831e-16 1 1 1 1 1 1 1 1 1 -1.40535e-16 1 1 1 1 1
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||||
85 1 1 1 1 1 1 1 -1.65831e-16 -3.2604e-16 1 1 -1.43345e-16 1 3.6539e-17 1 1 1 -1.40535e-16 1.29292e-16 1 1 -2.69826e-16 0
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||||
86 1 1 1 1 1 1 -2.67016e-17 1 1 1 1 1 1 1 1 1 1 1 1.29292e-16 1 1 1 1
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||||
87 1 1 1 1 1 1 -2.67016e-17 1 1 1 1 -1.43345e-16 1 1 1 1 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 1 -2.69826e-16 0
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||||
88 1 -3.93497e-17 1 -1.60209e-16 3.37283e-17 1 1 1 -3.2604e-16 2.95123e-17 8.43207e-18 1 1 3.6539e-17 -9.55635e-17 -1.36319e-16 1 1 1.29292e-16 1 1 -2.69826e-16 1
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||||
89 1 1 3.51336e-17 1 3.37283e-17 1 -2.67016e-17 -1.65831e-16 1 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 1 1 -1.36319e-16 1 -1.40535e-16 1.29292e-16 8.71314e-17 1 1 1
|
||||
90 1 -3.93497e-17 3.51336e-17 -1.60209e-16 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 2.95123e-17 8.43207e-18 1 -5.05924e-17 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 1 0
|
||||
91 1 -3.93497e-17 3.51336e-17 -1.60209e-16 1 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 1 8.43207e-18 -1.43345e-16 -5.05924e-17 1 1 1 1 -1.40535e-16 1.29292e-16 1 1 -2.69826e-16 0
|
||||
92 1 1 3.51336e-17 1 1 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 1 8.43207e-18 -1.43345e-16 -5.05924e-17 1 1 1 1 -1.40535e-16 1.29292e-16 1 1 1 1
|
||||
93 1 -3.93497e-17 3.51336e-17 1 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
94 1 -3.93497e-17 3.51336e-17 1 3.37283e-17 -2.81069e-18 1 -1.65831e-16 1 1 8.43207e-18 1 -5.05924e-17 1 1 1 -1.2086e-16 1 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
95 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 1 1 -1.65831e-16 -3.2604e-16 2.95123e-17 1 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 1 1 1 -9.55635e-17 -2.69826e-16 1
|
||||
96 1 -3.93497e-17 3.51336e-17 -1.60209e-16 1 -2.81069e-18 -2.67016e-17 1 1 1 8.43207e-18 1 1 1 1 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 1 -2.69826e-16 0
|
||||
97 1 -3.93497e-17 3.51336e-17 -1.60209e-16 1 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 1 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 1 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 1 -2.69826e-16 1
|
||||
98 1 1 1 1 3.37283e-17 1 -2.67016e-17 1 -3.2604e-16 2.95123e-17 1 1 1 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 1 1 1
|
||||
99 1 -3.93497e-17 3.51336e-17 1 1 -2.81069e-18 -2.67016e-17 1 1 1 8.43207e-18 -1.43345e-16 1 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1 8.71314e-17 -9.55635e-17 1 1
|
||||
100 1 1 3.51336e-17 1 3.37283e-17 1 1 1 1 2.95123e-17 1 1 1 1 -9.55635e-17 -1.36319e-16 1 -1.40535e-16 1 8.71314e-17 1 1 1
|
||||
101 1 1 1 -1.60209e-16 3.37283e-17 1 1 1 1 2.95123e-17 1 1 1 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 1 -9.55635e-17 -2.69826e-16 0
|
||||
102 1 -3.93497e-17 3.51336e-17 1 1 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 1 8.43207e-18 -1.43345e-16 -5.05924e-17 1 1 1 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 1 1
|
||||
103 1 1 3.51336e-17 -1.60209e-16 1 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 1 1 -5.05924e-17 3.6539e-17 1 -1.36319e-16 -1.2086e-16 1 1 1 1 1 0
|
||||
104 1 -3.93497e-17 3.51336e-17 -1.60209e-16 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 1 -1.40535e-16 1.29292e-16 8.71314e-17 1 -2.69826e-16 0
|
||||
105 1 -3.93497e-17 3.51336e-17 1 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 1 -2.69826e-16 0
|
||||
106 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 2.95123e-17 1 -1.43345e-16 -5.05924e-17 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 1
|
||||
107 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 1 1 -1.65831e-16 -3.2604e-16 2.95123e-17 1 1 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 1 -9.55635e-17 -2.69826e-16 0
|
||||
108 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 1 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 1 -1.43345e-16 -5.05924e-17 3.6539e-17 1 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
109 1 1 3.51336e-17 -1.60209e-16 1 1 -2.67016e-17 -1.65831e-16 1 1 1 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 1 -9.55635e-17 -2.69826e-16 0
|
||||
110 1 -3.93497e-17 3.51336e-17 -1.60209e-16 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
111 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 1 -2.67016e-17 -1.65831e-16 -3.2604e-16 1 1 -1.43345e-16 -5.05924e-17 3.6539e-17 1 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
112 1 -3.93497e-17 3.51336e-17 -1.60209e-16 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 1
|
||||
113 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 1 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 1 -1.36319e-16 1 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
114 1 -3.93497e-17 3.51336e-17 -1.60209e-16 1 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 1 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 1 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
115 1 -3.93497e-17 3.51336e-17 -1.60209e-16 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
116 1 -3.93497e-17 3.51336e-17 1 3.37283e-17 1 -2.67016e-17 -1.65831e-16 1 1 1 -1.43345e-16 -5.05924e-17 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
117 1 -3.93497e-17 3.51336e-17 -1.60209e-16 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 1 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 1 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 1
|
||||
118 1 1 1 -1.60209e-16 3.37283e-17 1 1 1 -3.2604e-16 2.95123e-17 1 1 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 1 -9.55635e-17 -2.69826e-16 0
|
||||
119 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 1 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 1 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 1 -9.55635e-17 -2.69826e-16 0
|
||||
120 1 1 1 -1.60209e-16 3.37283e-17 1 -2.67016e-17 1 -3.2604e-16 2.95123e-17 1 -1.43345e-16 1 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 1 1
|
||||
121 1 -3.93497e-17 3.51336e-17 -1.60209e-16 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
122 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 1 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 1 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
123 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 1 -2.67016e-17 1 -3.2604e-16 2.95123e-17 1 -1.43345e-16 1 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 1 -9.55635e-17 -2.69826e-16 0
|
||||
124 1 1 3.51336e-17 1 1 1 -2.67016e-17 -1.65831e-16 1 1 1 -1.43345e-16 -5.05924e-17 1 1 1 1 -1.40535e-16 1.29292e-16 1 1 1 1
|
||||
125 1 -3.93497e-17 3.51336e-17 1 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 1 1
|
||||
126 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 1 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 1 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
127 1 -3.93497e-17 3.51336e-17 -1.60209e-16 1 -2.81069e-18 -2.67016e-17 1 -3.2604e-16 1 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 1 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 1 0
|
||||
128 1 -3.93497e-17 3.51336e-17 1 1 -2.81069e-18 1 -1.65831e-16 -3.2604e-16 2.95123e-17 8.43207e-18 1 -5.05924e-17 3.6539e-17 1 -1.36319e-16 -1.2086e-16 -1.40535e-16 1 1 1 -2.69826e-16 0
|
||||
129 1 1 3.51336e-17 1 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 1 -1.43345e-16 -5.05924e-17 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
130 1 1 1 1 3.37283e-17 1 1 1 1 2.95123e-17 1 1 1 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 1 -2.69826e-16 0
|
||||
131 1 -3.93497e-17 3.51336e-17 -1.60209e-16 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
132 1 1 3.51336e-17 -1.60209e-16 1 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 1 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 1
|
||||
133 1 -3.93497e-17 3.51336e-17 1 1 -2.81069e-18 -2.67016e-17 1 1 1 8.43207e-18 -1.43345e-16 1 3.6539e-17 -9.55635e-17 1 1 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 1 0
|
||||
134 1 -3.93497e-17 3.51336e-17 -1.60209e-16 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 1
|
||||
135 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 1 1 -1.65831e-16 -3.2604e-16 1 1 1 -5.05924e-17 3.6539e-17 1 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
136 1 1 1 1 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 8.43207e-18 -1.43345e-16 1 1 -9.55635e-17 -1.36319e-16 1 1 1 8.71314e-17 -9.55635e-17 1 1
|
||||
137 1 1 3.51336e-17 1 3.37283e-17 1 -2.67016e-17 -1.65831e-16 1 2.95123e-17 1 -1.43345e-16 -5.05924e-17 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 1 1.29292e-16 1 1 1 0
|
||||
138 1 1 1 -1.60209e-16 1 1 -2.67016e-17 -1.65831e-16 1 1 1 -1.43345e-16 1 3.6539e-17 -9.55635e-17 1 1 -1.40535e-16 1.29292e-16 8.71314e-17 1 1 0
|
||||
139 1 -3.93497e-17 3.51336e-17 1 1 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 1 1 -1.36319e-16 1 -1.40535e-16 1.29292e-16 8.71314e-17 1 1 1
|
||||
140 1 -3.93497e-17 3.51336e-17 1 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 2.95123e-17 8.43207e-18 -1.43345e-16 1 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 1 0
|
||||
141 1 -3.93497e-17 1 1 1 -2.81069e-18 1 1 1 1 8.43207e-18 1 -5.05924e-17 1 1 1 1 -1.40535e-16 1.29292e-16 8.71314e-17 1 1 1
|
||||
142 1 -3.93497e-17 1 1 3.37283e-17 -2.81069e-18 1 -1.65831e-16 1 2.95123e-17 8.43207e-18 1 1 1 -9.55635e-17 -1.36319e-16 1 -1.40535e-16 1.29292e-16 1 1 -2.69826e-16 1
|
||||
143 1 1 1 1 1 1 1 1 1 1 1 1 1 1 -9.55635e-17 1 1 -1.40535e-16 1.29292e-16 1 1 1 1
|
||||
144 1 1 3.51336e-17 1 3.37283e-17 1 -2.67016e-17 1 -3.2604e-16 1 1 -1.43345e-16 -5.05924e-17 1 1 1 1 -1.40535e-16 1.29292e-16 1 1 -2.69826e-16 1
|
||||
145 1 1 3.51336e-17 -1.60209e-16 1 1 -2.67016e-17 -1.65831e-16 -3.2604e-16 1 1 -1.43345e-16 -5.05924e-17 3.6539e-17 1 1 1 -1.40535e-16 1.29292e-16 1 1 -2.69826e-16 1
|
||||
146 1 -3.93497e-17 3.51336e-17 1 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 1
|
||||
147 1 1 1 1 3.37283e-17 -2.81069e-18 1 1 -3.2604e-16 1 8.43207e-18 -1.43345e-16 1 3.6539e-17 1 -1.36319e-16 1 -1.40535e-16 1.29292e-16 8.71314e-17 1 1 1
|
||||
148 1 -3.93497e-17 3.51336e-17 1 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 2.95123e-17 8.43207e-18 1 -5.05924e-17 1 -9.55635e-17 -1.36319e-16 1 -1.40535e-16 1.29292e-16 8.71314e-17 1 1 1
|
||||
149 1 1 1 1 1 1 1 1 -3.2604e-16 1 1 -1.43345e-16 -5.05924e-17 1 -9.55635e-17 1 1 -1.40535e-16 1.29292e-16 1 1 1 1
|
||||
150 1 1 3.51336e-17 -1.60209e-16 3.37283e-17 1 -2.67016e-17 -1.65831e-16 1 1 1 -1.43345e-16 -5.05924e-17 1 1 -1.36319e-16 1 -1.40535e-16 1.29292e-16 1 1 -2.69826e-16 0
|
||||
151 1 -3.93497e-17 3.51336e-17 1 3.37283e-17 -2.81069e-18 -2.67016e-17 -1.65831e-16 1 2.95123e-17 8.43207e-18 -1.43345e-16 -5.05924e-17 1 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 1 1
|
||||
152 1 -3.93497e-17 3.51336e-17 -1.60209e-16 1 -2.81069e-18 -2.67016e-17 -1.65831e-16 -3.2604e-16 1 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 -9.55635e-17 -1.36319e-16 -1.2086e-16 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
186 2.24855e-17 1 3.51336e-17 1 3.37283e-17 1 -2.67016e-17 -1.65831e-16 1 1 8.43207e-18 -1.43345e-16 -5.05924e-17 3.6539e-17 1 -1.36319e-16 1 -1.40535e-16 1.29292e-16 8.71314e-17 -9.55635e-17 -2.69826e-16 0
|
||||
104
data/tanveer/spect/spect_train.arff
Executable file
104
data/tanveer/spect/spect_train.arff
Executable file
@@ -0,0 +1,104 @@
|
||||
@relation spect
|
||||
@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 'clase' {0,1}
|
||||
@data
|
||||
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|
||||
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||||
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80
data/tanveer/spect/spect_train_R.dat
Executable file
80
data/tanveer/spect/spect_train_R.dat
Executable file
@@ -0,0 +1,80 @@
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||||
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|
||||
69 -1.00631 1.34103 -0.440995 -0.597901 -0.52031 1.55047 -0.378276 -0.597901 -0.617316 -0.481049 -0.636801 -0.500753 -0.578526 -0.736254 -0.500753 -0.284871 -0.461149 -0.333541 -0.284871 -0.481049 -0.539765 -0.559158 0
|
||||
70 -1.00631 -0.736254 -0.440995 -0.597901 -0.52031 -0.636801 -0.378276 -0.597901 -0.617316 -0.481049 -0.636801 -0.500753 -0.578526 -0.736254 -0.500753 -0.284871 -0.461149 -0.333541 -0.284871 -0.481049 -0.539765 -0.559158 0
|
||||
71 -1.00631 -0.736254 -0.440995 1.65135 -0.52031 -0.636801 -0.378276 -0.597901 1.59941 -0.481049 -0.636801 -0.500753 -0.578526 -0.736254 -0.500753 -0.284871 -0.461149 -0.333541 -0.284871 -0.481049 -0.539765 -0.559158 0
|
||||
72 -1.00631 -0.736254 -0.440995 -0.597901 -0.52031 -0.636801 2.61011 -0.597901 -0.617316 -0.481049 -0.636801 1.97171 -0.578526 -0.736254 -0.500753 -0.284871 -0.461149 -0.333541 -0.284871 -0.481049 -0.539765 -0.559158 0
|
||||
73 -1.00631 1.34103 -0.440995 -0.597901 -0.52031 1.55047 -0.378276 1.65135 -0.617316 -0.481049 1.55047 -0.500753 1.70665 -0.736254 -0.500753 -0.284871 -0.461149 -0.333541 -0.284871 2.05248 -0.539765 -0.559158 0
|
||||
74 -1.00631 1.34103 -0.440995 1.65135 -0.52031 -0.636801 -0.378276 -0.597901 1.59941 -0.481049 1.55047 -0.500753 -0.578526 1.34103 -0.500753 -0.284871 -0.461149 -0.333541 -0.284871 -0.481049 -0.539765 1.76576 0
|
||||
75 -1.00631 -0.736254 -0.440995 -0.597901 -0.52031 -0.636801 -0.378276 -0.597901 -0.617316 -0.481049 -0.636801 -0.500753 -0.578526 -0.736254 -0.500753 -0.284871 -0.461149 -0.333541 -0.284871 -0.481049 -0.539765 -0.559158 0
|
||||
76 -1.00631 1.34103 -0.440995 -0.597901 -0.52031 1.55047 -0.378276 -0.597901 -0.617316 -0.481049 1.55047 -0.500753 -0.578526 -0.736254 -0.500753 -0.284871 -0.461149 -0.333541 -0.284871 -0.481049 -0.539765 -0.559158 0
|
||||
77 -1.00631 1.34103 -0.440995 -0.597901 -0.52031 1.55047 2.61011 -0.597901 -0.617316 2.05248 1.55047 -0.500753 -0.578526 -0.736254 1.97171 -0.284871 -0.461149 -0.333541 -0.284871 2.05248 1.82921 -0.559158 0
|
||||
78 -1.00631 1.34103 -0.440995 -0.597901 -0.52031 1.55047 -0.378276 -0.597901 -0.617316 -0.481049 1.55047 -0.500753 -0.578526 -0.736254 -0.500753 -0.284871 -0.461149 -0.333541 -0.284871 2.05248 -0.539765 -0.559158 0
|
||||
79 -1.00631 -0.736254 -0.440995 1.65135 1.8976 -0.636801 -0.378276 1.65135 -0.617316 -0.481049 -0.636801 -0.500753 1.70665 1.34103 1.97171 -0.284871 -0.461149 -0.333541 -0.284871 -0.481049 -0.539765 1.76576 1
|
||||
Reference in New Issue
Block a user