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This commit is contained in:
Ricardo Montañana Gómez
2024-12-27 12:48:03 +01:00
parent b9bd309eeb
commit 2ea9f49264
8 changed files with 189 additions and 182 deletions
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README.md
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@@ -33,57 +33,57 @@ To run the tests, you need to run the following command:
```bash
5 fold cross validation stratified
# Dataset Seeds
--- ------------------------------ -----------------------------
0 balance-scale 57 31 1714 17 23 79 83 97 7 1
1 balloons 57 31 1714 17 23 79 83 97 7 1
2 breast-cancer-wisc-diag 57 31 1714 17 23 79 83 97 7 1
3 breast-cancer-wisc-prog 57 31 1714 17 23 79 83 97 7 1
4 breast-cancer-wisc 57 31 1714 17 23 79 83 97 7 1
5 breast-cancer 57 31 1714 17 23 79 83 97 7 1
6 cardiotocography-10clases 57 31 1714 17 23 79 83 97 7 1
7 cardiotocography-3clases 57 31 1714 17 23 79 83 97 7 1
8 conn-bench-sonar-mines-rocks 57 31 1714 17 23 79 83 97 7 1
9 cylinder-bands 57 31 1714 17 23 79 83 97 7 1
10 dermatology 57 31 1714 17 23 79 83 97 7 1
11 echocardiogram 57 31 1714 17 23 79 83 97 7 1
12 fertility 57 31 1714 17 23 79 83 97 7 1
13 haberman-survival 57 31 1714 17 23 79 83 97 7 1
14 heart-hungarian 57 31 1714 17 23 79 83 97 7 1
15 hepatitis 57 31 1714 17 23 79 83 97 7 1
16 ilpd-indian-liver 57 31 1714 17 23 79 83 97 7 1
17 ionosphere 57 31 1714 17 23 79 83 97 7 1
18 iris 57 31 1714 17 23 79 83 97 7 1
19 led-display 57 31 1714 17 23 79 83 97 7 1
20 libras 57 31 1714 17 23 79 83 97 7 1
21 low-res-spect 57 31 1714 17 23 79 83 97 7 1
22 lymphography 57 31 1714 17 23 79 83 97 7 1
23 mammographic 57 31 1714 17 23 79 83 97 7 1
24 molec-biol-promoter 57 31 1714 17 23 79 83 97 7 1
25 musk-1 57 31 1714 17 23 79 83 97 7 1
26 oocytes_merluccius_nucleus_4d 57 31 1714 17 23 79 83 97 7 1
27 oocytes_merluccius_states_2f 57 31 1714 17 23 79 83 97 7 1
28 oocytes_trisopterus_nucleus_2f 57 31 1714 17 23 79 83 97 7 1
29 oocytes_trisopterus_states_5b 57 31 1714 17 23 79 83 97 7 1
30 parkinsons 57 31 1714 17 23 79 83 97 7 1
31 pima 57 31 1714 17 23 79 83 97 7 1
32 pittsburg-bridges-MATERIAL 57 31 1714 17 23 79 83 97 7 1
33 pittsburg-bridges-REL-L 57 31 1714 17 23 79 83 97 7 1
34 pittsburg-bridges-SPAN 57 31 1714 17 23 79 83 97 7 1
35 pittsburg-bridges-T-OR-D 57 31 1714 17 23 79 83 97 7 1
36 planning 57 31 1714 17 23 79 83 97 7 1
37 post-operative 57 31 1714 17 23 79 83 97 7 1
38 seeds 57 31 1714 17 23 79 83 97 7 1
39 statlog-australian-credit 57 31 1714 17 23 79 83 97 7 1
40 statlog-german-credit 57 31 1714 17 23 79 83 97 7 1
41 statlog-heart 57 31 1714 17 23 79 83 97 7 1
42 statlog-image 57 31 1714 17 23 79 83 97 7 1
43 statlog-vehicle 57 31 1714 17 23 79 83 97 7 1
44 synthetic-control 57 31 1714 17 23 79 83 97 7 1
45 tic-tac-toe 57 31 1714 17 23 79 83 97 7 1
46 vertebral-column-2clases 57 31 1714 17 23 79 83 97 7 1
47 wine 57 31 1714 17 23 79 83 97 7 1
48 zoo 57 31 1714 17 23 79 83 97 7 1
# 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.
```