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