95 lines
4.8 KiB
Markdown
95 lines
4.8 KiB
Markdown
# PBC4cip Test
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This is a repository for the PBC4cip test with the [ODTE](https://gitnub.com/doctorado-ml/odte) paper datasets.
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## TL;DR
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[Friedman test](Friedman.md)
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## Setup
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To run the tests, you need to install the requirements:
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```bash
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./setup
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```
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## Compile
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To compile the code, you need to run the following command:
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```bash
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./compile
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```
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## Run
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To run the tests, you need to run the following command:
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```bash
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./run
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```
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## Output screen
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```bash
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5 fold cross validation stratified
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# Dataset Seeds Accuracy Time
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--- ------------------------------ ----------------------------- --------- ---------
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0 balance-scale 57 31 1714 17 23 79 83 97 7 1 0.9067200 0.712
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1 balloons 57 31 1714 17 23 79 83 97 7 1 0.6900000 0.012
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2 breast-cancer-wisc-diag 57 31 1714 17 23 79 83 97 7 1 0.9632697 0.790
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3 breast-cancer-wisc-prog 57 31 1714 17 23 79 83 97 7 1 0.6115128 0.763
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4 breast-cancer-wisc 57 31 1714 17 23 79 83 97 7 1 0.9703875 0.620
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5 breast-cancer 57 31 1714 17 23 79 83 97 7 1 0.6195160 0.959
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6 cardiotocography-10clases 57 31 1714 17 23 79 83 97 7 1 0.8685813 13.496
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7 cardiotocography-3clases 57 31 1714 17 23 79 83 97 7 1 0.9238461 6.487
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8 conn-bench-sonar-mines-rocks 57 31 1714 17 23 79 83 97 7 1 0.8351568 0.640
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9 cylinder-bands 57 31 1714 17 23 79 83 97 7 1 0.7812317 2.965
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10 dermatology 57 31 1714 17 23 79 83 97 7 1 0.9707738 0.864
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11 echocardiogram 57 31 1714 17 23 79 83 97 7 1 0.7800000 0.200
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12 fertility 57 31 1714 17 23 79 83 97 7 1 0.6690000 0.134
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13 haberman-survival 57 31 1714 17 23 79 83 97 7 1 0.6434056 0.284
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14 heart-hungarian 57 31 1714 17 23 79 83 97 7 1 0.8149328 0.571
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15 hepatitis 57 31 1714 17 23 79 83 97 7 1 0.7729032 0.341
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16 ilpd-indian-liver 57 31 1714 17 23 79 83 97 7 1 0.6763587 1.990
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17 ionosphere 57 31 1714 17 23 79 83 97 7 1 0.9378913 0.876
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18 iris 57 31 1714 17 23 79 83 97 7 1 0.9653333 0.051
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19 led-display 57 31 1714 17 23 79 83 97 7 1 0.7287000 0.868
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20 libras 57 31 1714 17 23 79 83 97 7 1 0.8383333 4.448
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21 low-res-spect 57 31 1714 17 23 79 83 97 7 1 0.8913454 3.692
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22 lymphography 57 31 1714 17 23 79 83 97 7 1 0.8409655 0.476
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23 mammographic 57 31 1714 17 23 79 83 97 7 1 0.8185244 1.825
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24 molec-biol-promoter 57 31 1714 17 23 79 83 97 7 1 0.8785714 0.323
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25 musk-1 57 31 1714 17 23 79 83 97 7 1 0.8922346 3.034
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26 oocytes_merluccius_nucleus_4d 57 31 1714 17 23 79 83 97 7 1 0.8326925 5.481
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27 oocytes_merluccius_states_2f 57 31 1714 17 23 79 83 97 7 1 0.9045017 2.144
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28 oocytes_trisopterus_nucleus_2f 57 31 1714 17 23 79 83 97 7 1 0.8132817 3.835
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29 oocytes_trisopterus_states_5b 57 31 1714 17 23 79 83 97 7 1 0.9210509 3.326
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30 parkinsons 57 31 1714 17 23 79 83 97 7 1 0.8600000 0.300
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31 pima 57 31 1714 17 23 79 83 97 7 1 0.7462236 2.220
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32 pittsburg-bridges-MATERIAL 57 31 1714 17 23 79 83 97 7 1 0.7973593 0.103
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33 pittsburg-bridges-REL-L 57 31 1714 17 23 79 83 97 7 1 0.6720952 0.158
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34 pittsburg-bridges-SPAN 57 31 1714 17 23 79 83 97 7 1 0.6247368 0.134
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35 pittsburg-bridges-T-OR-D 57 31 1714 17 23 79 83 97 7 1 0.7877143 0.081
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36 planning 57 31 1714 17 23 79 83 97 7 1 0.4685736 0.537
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37 post-operative 57 31 1714 17 23 79 83 97 7 1 0.3988889 0.313
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38 seeds 57 31 1714 17 23 79 83 97 7 1 0.9376190 0.113
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39 statlog-australian-credit 57 31 1714 17 23 79 83 97 7 1 0.5549275 2.918
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40 statlog-german-credit 57 31 1714 17 23 79 83 97 7 1 0.7245000 5.255
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41 statlog-heart 57 31 1714 17 23 79 83 97 7 1 0.8285185 0.554
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42 statlog-image 57 31 1714 17 23 79 83 97 7 1 0.9755844 6.262
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43 statlog-vehicle 57 31 1714 17 23 79 83 97 7 1 0.7786161 3.333
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44 synthetic-control 57 31 1714 17 23 79 83 97 7 1 0.9861667 2.141
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45 tic-tac-toe 57 31 1714 17 23 79 83 97 7 1 0.9867430 1.953
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46 vertebral-column-2clases 57 31 1714 17 23 79 83 97 7 1 0.8222581 0.294
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47 wine 57 31 1714 17 23 79 83 97 7 1 0.9702857 0.167
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48 zoo 57 31 1714 17 23 79 83 97 7 1 0.9742857 0.144
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* End.
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```
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## Create experiment result json file
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```bash
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python create_json.py
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```
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