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Ricardo Montañana Gómez
2024-12-27 12:48:03 +01:00
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Friedman.md
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@@ -1,76 +1,83 @@
```bash
Best results for accuracy as of 2024-12-23 20:12
------------------------------------------------
# Dataset Odte TBRRoF TBRaF TBRoF pbc4cip
=== ============================== ============ ============ ============ ============ ============
0 balance-scale 0.9750428259 0.9044194023 0.9023101421 0.7786507839 0.9067200000
1 balloons 0.7250000060 0.6287500000 0.6000000000 0.6187500000 0.6900000000
2 breast-cancer 0.7516938877 0.7347472506 0.7331207795 0.7227416554 0.6195160000
3 breast-cancer-wisc 0.9706747293 0.9688476524 0.9690400351 0.9618093707 0.9703870000
4 breast-cancer-wisc-diag 0.9761007452 0.9740889392 0.9713513247 0.9734280508 0.9632700000
5 breast-cancer-wisc-prog 0.8031222689 0.8114785914 0.7998559424 0.8043037215 0.6115130000
6 cardiotocography-10clases 0.8404853785 0.8326822555 0.8324371518 0.7827072711 0.8685810000
7 cardiotocography-3clases 0.9263860846 0.9222234235 0.9196784360 0.8954016281 0.9238460000
8 conn-bench-sonar-mines-rocks 0.8586967516 0.8356730769 0.8216346154 0.7904807692 0.8351570000
9 cylinder-bands 0.7841918910 0.7728125000 0.7510156250 0.7148437500 0.7812320000
10 dermatology 0.9805705738 0.9751872858 0.9741096538 0.9731673166 0.9707740000
11 echocardiogram 0.8550358975 0.8506562500 0.8496339286 0.8291785714 0.7800000000
12 fertility 0.8806014967 0.8810000000 0.8804000000 0.8800000000 0.6690000000
13 haberman-survival 0.7349814928 0.7373734818 0.7355786100 0.7325691633 0.6434060000
14 heart-hungarian 0.8231630635 0.8183260274 0.8203068493 0.8067561644 0.8149330000
15 hepatitis 0.8424690831 0.8180006418 0.8194833119 0.8099101412 0.7729030000
16 ilpd-indian-liver 0.7315809560 0.7132868127 0.7142758621 0.7072269338 0.6763590000
17 ionosphere 0.9498350000 0.9471168582 0.9320804598 0.9069444444 0.9378910000
18 iris 0.9653333235 0.9653153153 0.9629868330 0.9771552322 0.9653330000
19 led-display 0.7274587321 0.6861600000 0.7126200000 0.7028800000 0.7287000000
20 libras 0.8726855135 0.8851111111 0.8527222222 0.7556111111 0.8383330000
21 low-res-spect 0.9115328133 0.8993678451 0.9006565657 0.8686498316 0.8913450000
22 lymphography 0.8636181998 0.8559459459 0.8485135135 0.7733783784 0.8409660000
23 mammographic 0.8352833545 0.8260945712 0.8295917185 0.8129815871 0.8185240000
24 molec-biol-promoter 0.9013679683 0.8146428571 0.8230357143 0.7479807692 0.8785710000
25 musk-1 0.9331642866 0.8939075630 0.8807142857 0.8628991597 0.8922350000
26 oocytes_merluccius_nucleus_4d 0.8410942197 0.8388691539 0.8391387808 0.8256020447 0.8326920000
27 oocytes_merluccius_states_2f 0.9325797427 0.9270210575 0.9238093385 0.9195349050 0.9045020000
28 oocytes_trisopterus_nucleus_2f 0.8557010734 0.8365350877 0.8345175439 0.8048684211 0.8132820000
29 oocytes_trisopterus_states_5b 0.9309143639 0.9323026316 0.9278508772 0.9303508772 0.9210510000
30 parkinsons 0.9344102585 0.9310110294 0.9143321078 0.8947732843 0.8600000000
31 pima 0.7726720953 0.7685416667 0.7633072917 0.7675260417 0.7462240000
32 pittsburg-bridges-MATERIAL 0.8731722212 0.8602335165 0.8666620879 0.8014423077 0.7973590000
33 pittsburg-bridges-REL-L 0.7060952485 0.6904285714 0.6955642857 0.6185142857 0.6720950000
34 pittsburg-bridges-SPAN 0.6941609919 0.6923913043 0.6865217391 0.6221739130 0.6247370000
35 pittsburg-bridges-T-OR-D 0.8686441112 0.8702074074 0.8649703704 0.8714222222 0.7877140000
36 planning 0.7309008932 0.7202198582 0.7145531915 0.7131205674 0.4685740000
37 post-operative 0.7120519483 0.7108901515 0.7074242424 0.7114583333 0.3988890000
38 seeds 0.9604761744 0.9467770655 0.9438782051 0.9506552707 0.9376190000
39 statlog-australian-credit 0.6782657218 0.6782701818 0.6782668404 0.6782691794 0.5549280000
40 statlog-german-credit 0.7681999898 0.7577600000 0.7548000000 0.7560800000 0.7245000000
41 statlog-heart 0.8481481481 0.8367207441 0.8373837335 0.8249686351 0.8285190000
42 statlog-image 0.9711255431 0.9759832138 0.9697836166 0.9568146987 0.9755840000
43 statlog-vehicle 0.8132791913 0.7862973099 0.7764671918 0.8032546781 0.7786160000
44 synthetic-control 0.9910000086 0.9919666667 0.9913000000 0.9807000000 0.9861670000
45 tic-tac-toe 0.9939462876 0.9856599073 0.9799358496 0.9832547440 0.9867430000
46 vertebral-column-2clases 0.8635483825 0.8504972875 0.8500682229 0.8505170146 0.8222580000
47 wine 0.9843730736 0.9826086957 0.9816847826 0.9878903162 0.9702860000
48 zoo 0.9706897533 0.9465538462 0.9410846154 0.9461615385 0.9742860000
=== ============================== ============ ============ ============ ============ ============
Average....................... 0.85950053 0.84634616 0.84245834 0.82428080 0.80930857
<!-- This file has been generated by the platform program
Date: 2024-12-27 11:35
***************************************************************************************************************
Friedman test: H0: 'There is no significant differences between all the classifiers.'
Friedman statistic: 87,6408
Critical χ2 Value for df=4 and alpha=0,05: 9,4877290e+00
p-value: 4,1741784e-18 is less than 0,05
The null hypothesis H0 is rejected.
***************************************************************************************************************
*************************************************************************************************************
Post-hoc Holm test: H0: 'There is no significant differences between the control model and the other models.'
Control model: Odte
Model p-value rank win tie loss Status
======= ============ ========= === === ==== =============
Odte 1,4285715
TBRRoF 1,401302e-03 2,4489796 40 0 9 ✗ rejected H0
TBRaF 3,816278e-09 3,3469388 46 0 3 ✗ rejected H0
pbc4cip 8,726353e-14 3,8571429 45 0 4 ✗ rejected H0
TBRoF 2,575717e-14 3,9183674 44 0 5 ✗ rejected H0
*************************************************************************************************************
```
Table of results
-->
| # | Dataset | BaggingJ48-SVMODT | BaggingWodt | Odte | PBC4cip | RandomForest | TBRRoF | TBRaF | TBRoF | XGBoost |
|--: | :--- | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: |
| 1 | balance-scale | 0.9498±0.018 | **0.9566±0.018** | 0.9238±0.022 | 0.9067±0.025 | 0.8376±0.020 | 0.9028±0.021 | 0.9023±0.024 | 0.6981±0.231 | 0.8632±0.026 |
| 2 | balloons | 0.5983±0.219 | 0.6700±0.247 | 0.6450±0.304 | **0.6900±0.271** | 0.6233±0.285 | 0.6388±0.236 | 0.5938±0.230 | 0.5837±0.241 | 0.6300±0.305 |
| 3 | breast-cancer-wisc-diag | 0.9652±0.018 | **0.9768±0.012** | 0.9717±0.015 | 0.9633±0.014 | 0.9597±0.018 | 0.9724±0.014 | 0.9718±0.013 | 0.9575±0.016 | 0.9645±0.019 |
| 4 | breast-cancer-wisc-prog | **0.8039±0.061** | 0.7991±0.051 | 0.7947±0.049 | 0.6115±0.066 | 0.7936±0.030 | 0.8007±0.058 | 0.7880±0.061 | 0.7515±0.060 | 0.7929±0.045 |
| 5 | breast-cancer-wisc | 0.9685±0.012 | 0.9631±0.012 | 0.9671±0.012 | **0.9704±0.013** | 0.9680±0.012 | 0.9679±0.014 | 0.9682±0.012 | 0.9404±0.016 | 0.9575±0.014 |
| 6 | breast-cancer | 0.7227±0.051 | 0.7026±0.053 | **0.7391±0.026** | 0.6195±0.072 | 0.7279±0.046 | 0.7358±0.040 | 0.7378±0.046 | 0.6895±0.050 | 0.6689±0.054 |
| 7 | cardiotocography-10clases | 0.8692±0.014 | 0.8344±0.020 | 0.8378±0.017 | 0.8686±0.016 | 0.8714±0.018 | 0.6963±0.025 | 0.6568±0.058 | 0.7837±0.018 | **0.8841±0.015** |
| 8 | cardiotocography-3clases | 0.9442±0.011 | 0.9235±0.013 | 0.9149±0.013 | 0.9238±0.012 | 0.9428±0.011 | 0.8594±0.019 | 0.8737±0.018 | 0.8930±0.014 | **0.9518±0.008** |
| 9 | conn-bench-sonar-mines-rocks | 0.7952±0.071 | **0.8469±0.057** | 0.7779±0.060 | 0.8352±0.056 | 0.8117±0.053 | 0.8378±0.047 | 0.8213±0.051 | 0.7517±0.053 | 0.8413±0.055 |
| 10 | cylinder-bands | 0.7895±0.036 | 0.7605±0.045 | 0.7441±0.043 | 0.7812±0.043 | 0.7941±0.039 | 0.7591±0.039 | 0.7338±0.045 | 0.6790±0.043 | **0.7992±0.031** |
| 11 | dermatology | 0.9667±0.025 | 0.9686±0.018 | 0.9702±0.016 | 0.9708±0.017 | 0.9751±0.014 | **0.9755±0.015** | 0.9742±0.015 | 0.9664±0.018 | 0.9659±0.019 |
| 12 | echocardiogram | 0.8374±0.065 | 0.7722±0.074 | 0.8306±0.052 | 0.7800±0.070 | 0.8208±0.062 | **0.8425±0.056** | 0.8415±0.055 | 0.7448±0.070 | 0.8033±0.074 |
| 13 | fertility | 0.8720±0.069 | 0.8570±0.056 | 0.8644±0.035 | 0.6690±0.089 | 0.8710±0.038 | **0.8800±0.060** | **0.8800±0.059** | 0.7890±0.088 | 0.8430±0.052 |
| 14 | haberman-survival | 0.7244±0.053 | 0.6807±0.052 | 0.7301±0.016 | 0.6434±0.050 | 0.6968±0.049 | 0.7291±0.042 | **0.7305±0.043** | 0.7252±0.046 | 0.6599±0.048 |
| 15 | heart-hungarian | 0.8000±0.052 | 0.8112±0.049 | 0.8157±0.045 | 0.8149±0.051 | 0.8130±0.039 | 0.8138±0.038 | **0.8179±0.041** | 0.7598±0.045 | 0.7939±0.048 |
| 16 | hepatitis | 0.7948±0.071 | 0.8239±0.086 | 0.8171±0.065 | 0.7729±0.075 | **0.8311±0.054** | 0.8139±0.050 | 0.8134±0.057 | 0.7618±0.062 | 0.7858±0.058 |
| 17 | ilpd-indian-liver | 0.6916±0.037 | 0.7091±0.031 | 0.7136±0.008 | 0.6764±0.041 | 0.7032±0.038 | **0.7137±0.034** | 0.7078±0.031 | 0.6771±0.038 | 0.6938±0.039 |
| 18 | ionosphere | 0.9270±0.029 | 0.9120±0.034 | 0.9054±0.030 | **0.9379±0.026** | 0.9325±0.024 | 0.9178±0.025 | 0.9320±0.024 | 0.8642±0.033 | 0.9231±0.028 |
| 19 | iris | 0.9433±0.037 | 0.9487±0.031 | 0.9593±0.041 | 0.9653±0.033 | 0.9473±0.040 | 0.9656±0.027 | **0.9665±0.025** | 0.9584±0.027 | 0.9413±0.037 |
| 20 | led-display | 0.7209±0.028 | 0.7071±0.030 | 0.7146±0.027 | **0.7287±0.024** | 0.7114±0.026 | 0.3765±0.090 | 0.7044±0.030 | 0.6682±0.102 | 0.7150±0.026 |
| 21 | libras | 0.7586±0.051 | 0.8314±0.041 | 0.8729±0.041 | 0.8383±0.045 | 0.8206±0.039 | **0.8839±0.035** | 0.8578±0.040 | 0.7007±0.052 | 0.7547±0.055 |
| 22 | low-res-spect | 0.8787±0.033 | 0.8874±0.030 | **0.9111±0.023** | 0.8913±0.027 | 0.8952±0.025 | 0.8993±0.025 | 0.8975±0.024 | 0.8161±0.030 | 0.8891±0.022 |
| 23 | lymphography | 0.8062±0.076 | **0.8520±0.058** | 0.8334±0.066 | 0.8410±0.054 | 0.8451±0.053 | 0.8332±0.059 | 0.8331±0.063 | 0.7612±0.071 | 0.8462±0.058 |
| 24 | mammographic | 0.8279±0.023 | 0.7827±0.023 | **0.8311±0.026** | 0.8185±0.021 | 0.7997±0.030 | 0.8210±0.022 | 0.8291±0.022 | 0.8120±0.022 | 0.7983±0.027 |
| 25 | molec-biol-promoter | 0.8374±0.079 | 0.8180±0.083 | 0.7864±0.081 | 0.8786±0.076 | **0.8872±0.067** | 0.8194±0.075 | 0.8137±0.073 | 0.6292±0.083 | 0.8605±0.073 |
| 26 | musk-1 | 0.8948±0.029 | **0.8958±0.036** | 0.8611±0.039 | 0.8922±0.032 | 0.8939±0.032 | 0.8937±0.026 | 0.8780±0.032 | 0.8129±0.036 | 0.8897±0.031 |
| 27 | oocytes_merluccius_nucleus_4d | 0.8047±0.024 | 0.8024±0.021 | 0.8079±0.022 | **0.8327±0.023** | 0.8047±0.021 | 0.8251±0.023 | 0.8179±0.022 | 0.8174±0.022 | 0.8115±0.025 |
| 28 | oocytes_merluccius_states_2f | 0.9172±0.021 | 0.9189±0.017 | 0.9242±0.013 | 0.9045±0.016 | 0.9242±0.018 | 0.9237±0.015 | 0.9226±0.015 | 0.9165±0.017 | **0.9281±0.018** |
| 29 | oocytes_trisopterus_nucleus_2f | **0.8317±0.027** | 0.8086±0.024 | 0.8087±0.024 | 0.8133±0.029 | 0.8102±0.023 | 0.8302±0.024 | 0.8271±0.025 | 0.7843±0.030 | 0.8248±0.028 |
| 30 | oocytes_trisopterus_states_5b | 0.9246±0.018 | 0.9236±0.017 | 0.9274±0.017 | 0.9211±0.018 | 0.9145±0.020 | 0.9046±0.019 | 0.9057±0.019 | 0.9277±0.015 | **0.9282±0.017** |
| 31 | parkinsons | 0.9021±0.040 | 0.9277±0.035 | 0.9031±0.050 | 0.8600±0.065 | 0.9047±0.051 | **0.9297±0.036** | 0.9141±0.036 | 0.8735±0.045 | 0.9138±0.043 |
| 32 | pima | 0.7624±0.032 | 0.7459±0.031 | **0.7725±0.025** | 0.7462±0.032 | 0.7626±0.023 | 0.7655±0.028 | 0.7646±0.029 | 0.7358±0.030 | 0.7332±0.030 |
| 33 | pittsburg-bridges-MATERIAL | 0.8530±0.067 | 0.8101±0.074 | 0.8372±0.050 | 0.7974±0.073 | 0.8373±0.052 | 0.8527±0.053 | **0.8651±0.058** | 0.7952±0.079 | 0.8320±0.058 |
| 34 | pittsburg-bridges-REL-L | 0.6740±0.101 | 0.6690±0.088 | 0.6851±0.081 | 0.6721±0.115 | **0.6945±0.091** | 0.6779±0.084 | 0.6899±0.078 | 0.5911±0.097 | 0.6592±0.101 |
| 35 | pittsburg-bridges-SPAN | 0.6540±0.113 | 0.6481±0.112 | **0.6854±0.089** | 0.6247±0.105 | 0.6420±0.080 | 0.6570±0.089 | 0.6770±0.079 | 0.5811±0.091 | 0.6673±0.091 |
| 36 | pittsburg-bridges-T-OR-D | 0.8474±0.076 | 0.8579±0.078 | 0.8638±0.051 | 0.7877±0.087 | 0.8501±0.045 | 0.8628±0.056 | **0.8671±0.064** | 0.8264±0.075 | 0.8502±0.050 |
| 37 | planning | 0.7037±0.056 | 0.6696±0.072 | 0.7144±0.010 | 0.4686±0.070 | 0.6848±0.043 | **0.7177±0.057** | 0.7139±0.060 | 0.6137±0.074 | 0.6169±0.070 |
| 38 | post-operative | 0.6767±0.081 | 0.5944±0.087 | 0.7036±0.054 | 0.3989±0.100 | 0.6278±0.094 | 0.6920±0.085 | **0.7072±0.084** | 0.5345±0.101 | 0.5689±0.085 |
| 39 | seeds | 0.9281±0.044 | 0.9400±0.041 | 0.9357±0.028 | 0.9376±0.031 | 0.9252±0.034 | **0.9478±0.029** | 0.9424±0.030 | 0.9417±0.031 | 0.9348±0.038 |
| 40 | statlog-australian-credit | 0.6765±0.035 | 0.6170±0.034 | **0.6783±0.003** | 0.5549±0.036 | 0.6702±0.024 | 0.6454±0.030 | 0.6688±0.030 | 0.5800±0.040 | 0.6336±0.032 |
| 41 | statlog-german-credit | **0.7669±0.022** | 0.7597±0.027 | 0.7605±0.018 | 0.7245±0.027 | 0.7642±0.021 | 0.7468±0.026 | 0.7407±0.030 | 0.7263±0.025 | 0.7602±0.023 |
| 42 | statlog-heart | 0.8359±0.043 | 0.8267±0.045 | **0.8389±0.043** | 0.8285±0.042 | 0.8348±0.050 | 0.8333±0.042 | 0.8369±0.039 | 0.7514±0.054 | 0.8085±0.047 |
| 43 | statlog-image | 0.9774±0.006 | 0.9713±0.007 | 0.9639±0.008 | 0.9756±0.007 | 0.9784±0.008 | 0.9340±0.024 | 0.9420±0.021 | 0.9425±0.070 | **0.9819±0.007** |
| 44 | statlog-vehicle | 0.7596±0.028 | 0.7625±0.028 | **0.8129±0.030** | 0.7786±0.026 | 0.7513±0.026 | 0.7360±0.038 | 0.7547±0.030 | 0.7901±0.027 | 0.7689±0.027 |
| 45 | synthetic-control | 0.9613±0.022 | 0.9850±0.010 | 0.9865±0.009 | 0.9862±0.010 | 0.9868±0.009 | **0.9922±0.007** | 0.9903±0.008 | 0.9518±0.019 | 0.9753±0.012 |
| 46 | tic-tac-toe | 0.9833±0.008 | 0.9855±0.009 | 0.9833±0.009 | 0.9867±0.010 | **0.9890±0.009** | 0.8797±0.029 | 0.8656±0.025 | 0.9833±0.008 | 0.9888±0.008 |
| 47 | vertebral-column-2clases | 0.8548±0.043 | 0.8361±0.043 | **0.8565±0.039** | 0.8223±0.038 | 0.8297±0.036 | 0.8434±0.038 | 0.8426±0.037 | 0.8190±0.041 | 0.8271±0.036 |
| 48 | wine | 0.9792±0.020 | 0.9786±0.022 | 0.9747±0.021 | 0.9703±0.033 | 0.9797±0.024 | **0.9846±0.017** | 0.9818±0.020 | 0.9797±0.026 | 0.9635±0.031 |
| 49 | zoo | 0.9317±0.047 | 0.9575±0.038 | 0.9579±0.048 | **0.9743±0.035** | 0.9607±0.040 | 0.9468±0.045 | 0.9346±0.056 | 0.9307±0.052 | 0.9585±0.035 |
| | **Average Score** | 0.8346±0.100 | 0.8303±0.108 | **0.8391±0.095** | 0.8093±0.138 | 0.8347±0.102 | 0.8261±0.116 | 0.8306±0.099 | 0.7871±0.121 | 0.8256±0.111 |
### Friedman test: H<sub>0</sub>: There is no significant differences between all the classifiers
- Friedman statistic: 70,5129
- Critical χ2 Value for df=8 and alpha=0,05: 1,5507313e+01
- p-value: 3,8843828e-12 is less than 0,05
- The null hypothesis H<sub>0</sub> is rejected.
<!-- This file has been generated by the platform program
Date: 2024-12-27 10:55:33
Post-hoc handler test
-->
### Post-hoc Holm test: H<sub>0</sub>: There is no significant differences between the control model and the other models
| classifier | pvalue | rank | win | tie | loss | H<sub>0</sub> |
| :-- | --: | --: | --:| --: | --: | :--: |
| Odte | - | 3,88 | - | - | - |
| TBRRoF | **1,0000e+00** |3,95 | 27 | 0 | 22 |**accepted** |
| TBRaF | **1,0000e+00** |4,19 | 27 | 0 | 22 |**accepted** |
| RandomForest | **8,5429e-01** |4,47 | 27 | 0 | 22 |**accepted** |
| BaggingJ48-SVMODT | **4,8534e-01** |4,73 | 31 | 0 | 18 |**accepted** |
| BaggingWodt | **8,2523e-02** |5,20 | 32 | 0 | 17 |**accepted** |
| XGBoost | 3,8055e-02 |5,39 | 32 | 0 | 17 |rejected |
| PBC4cip | 1,7426e-02 |5,55 | 30 | 0 | 19 |rejected |
| TBRoF | 9,1628e-11 |7,63 | 45 | 0 | 4 |rejected |

102
README.md
View File

@@ -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.
```

4
create_json.py
View File

@@ -43,7 +43,7 @@ for line in lines:
output = {}
output["score_name"] = "accuracy"
output["title"] = "PBC4cip Ensemble execution"
output["model"] = "pbc4cip"
output["model"] = "PBC4cip"
output["version"] = "1.0"
output["stratified"] = True
output["folds"] = 5
@@ -58,7 +58,7 @@ output["discretization_algorithm"] = "mdlp"
output["smooth_strategy"] = "ORIGINAL"
output["discretized"] = False
output["results"] = results
file_name = "results_accuracy_pbc4cip_HugeFedora_2024-12-23_17:10:00_1.json"
file_name = "results_accuracy_PBC4cip_HugeFedora_2024-12-23_17:10:00_1.json"
with open(file_name, "w") as f:
json.dump(output, f)
print(f"File {file_name} created.")

1
results_accuracy_PBC4cip_HugeFedora_2024-12-23_17:10:00_1.json Normal file
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File diff suppressed because one or more lines are too long

1
results_accuracy_pbc4cip_HugeFedora_2024-12-23_17:10:00_1.json
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File diff suppressed because one or more lines are too long

98
results_pbc4.txt
View File

@@ -1,49 +1,49 @@
balance-scale; 0.906720; 0.025126; 0.746620; 0.090453; 0.000000; 0.000000
balloons; 0.690000; 0.270822; 0.013160; 0.001579; 0.000000; 0.000000
breast-cancer-wisc-diag; 0.963270; 0.014027; 0.810780; 0.035587; 0.000000; 0.000000
breast-cancer-wisc-prog; 0.611513; 0.066159; 0.753060; 0.037984; 0.000000; 0.000000
breast-cancer-wisc; 0.970387; 0.013263; 0.638820; 0.026555; 0.000000; 0.000000
breast-cancer; 0.619516; 0.071671; 0.937900; 0.059262; 0.000000; 0.000000
cardiotocography-10clases; 0.868581; 0.016057; 13.379480; 0.472092; 0.000000; 0.000000
cardiotocography-3clases; 0.923846; 0.011888; 6.436700; 0.298808; 0.000000; 0.000000
conn-bench-sonar-mines-rocks; 0.835157; 0.056263; 0.707940; 0.014979; 0.000000; 0.000000
cylinder-bands; 0.781232; 0.042522; 3.075720; 0.143422; 0.000000; 0.000000
dermatology; 0.970774; 0.016587; 0.933040; 0.038798; 0.000000; 0.000000
echocardiogram; 0.780000; 0.070367; 0.220100; 0.013506; 0.000000; 0.000000
fertility; 0.669000; 0.088820; 0.138820; 0.014667; 0.000000; 0.000000
haberman-survival; 0.643406; 0.050306; 0.288980; 0.015384; 0.000000; 0.000000
heart-hungarian; 0.814933; 0.050524; 0.625280; 0.024197; 0.000000; 0.000000
hepatitis; 0.772903; 0.074672; 0.319280; 0.015429; 0.000000; 0.000000
ilpd-indian-liver; 0.676359; 0.041188; 1.904240; 0.102264; 0.000000; 0.000000
ionosphere; 0.937891; 0.026202; 0.952260; 0.051893; 0.000000; 0.000000
iris; 0.965333; 0.033307; 0.050940; 0.004192; 0.000000; 0.000000
led-display; 0.728700; 0.023766; 0.952060; 0.044868; 0.000000; 0.000000
libras; 0.838333; 0.044597; 4.513760; 0.218440; 0.000000; 0.000000
low-res-spect; 0.891345; 0.027426; 3.549000; 0.153745; 0.000000; 0.000000
lymphography; 0.840966; 0.054341; 0.487360; 0.019096; 0.000000; 0.000000
mammographic; 0.818524; 0.021427; 1.799000; 0.093832; 0.000000; 0.000000
molec-biol-promoter; 0.878571; 0.075731; 0.351020; 0.018250; 0.000000; 0.000000
musk-1; 0.892235; 0.032271; 3.195580; 0.128425; 0.000000; 0.000000
oocytes_merluccius_nucleus_4d; 0.832692; 0.022588; 5.232340; 0.235542; 0.000000; 0.000000
oocytes_merluccius_states_2f; 0.904502; 0.016239; 2.204400; 0.119450; 0.000000; 0.000000
oocytes_trisopterus_nucleus_2f; 0.813282; 0.029275; 3.734200; 0.152024; 0.000000; 0.000000
oocytes_trisopterus_states_5b; 0.921051; 0.018487; 3.376180; 0.198456; 0.000000; 0.000000
parkinsons; 0.860000; 0.064707; 0.302780; 0.020671; 0.000000; 0.000000
pima; 0.746224; 0.031720; 2.117600; 0.070245; 0.000000; 0.000000
pittsburg-bridges-MATERIAL; 0.797359; 0.072867; 0.095140; 0.006197; 0.000000; 0.000000
pittsburg-bridges-REL-L; 0.672095; 0.114847; 0.149100; 0.006379; 0.000000; 0.000000
pittsburg-bridges-SPAN; 0.624737; 0.104900; 0.137140; 0.005852; 0.000000; 0.000000
pittsburg-bridges-T-OR-D; 0.787714; 0.086862; 0.082380; 0.006477; 0.000000; 0.000000
planning; 0.468574; 0.070150; 0.513940; 0.040911; 0.000000; 0.000000
post-operative; 0.398889; 0.100425; 0.295780; 0.023364; 0.000000; 0.000000
seeds; 0.937619; 0.031186; 0.116440; 0.008741; 0.000000; 0.000000
statlog-australian-credit; 0.554928; 0.036031; 2.902620; 0.150012; 0.000000; 0.000000
statlog-german-credit; 0.724500; 0.026930; 5.021580; 0.209128; 0.000000; 0.000000
statlog-heart; 0.828519; 0.042035; 0.503000; 0.017340; 0.000000; 0.000000
statlog-image; 0.975584; 0.007008; 6.315380; 0.314043; 0.000000; 0.000000
statlog-vehicle; 0.778616; 0.026319; 3.610080; 0.132029; 0.000000; 0.000000
synthetic-control; 0.986167; 0.010489; 2.205640; 0.119661; 0.000000; 0.000000
tic-tac-toe; 0.986743; 0.010448; 1.985580; 0.101274; 0.000000; 0.000000
vertebral-column-2clases; 0.822258; 0.037687; 0.295580; 0.020124; 0.000000; 0.000000
wine; 0.970286; 0.033183; 0.150800; 0.006187; 0.000000; 0.000000
zoo; 0.974286; 0.034664; 0.140580; 0.010505; 0.000000; 0.000000
balance-scale; 0.906720; 0.025126; 0.712120; 0.094568; 0.000000; 0.000000
balloons; 0.690000; 0.270822; 0.012280; 0.001327; 0.000000; 0.000000
breast-cancer-wisc-diag; 0.963270; 0.014027; 0.790060; 0.049213; 0.000000; 0.000000
breast-cancer-wisc-prog; 0.611513; 0.066159; 0.762960; 0.028250; 0.000000; 0.000000
breast-cancer-wisc; 0.970387; 0.013263; 0.620460; 0.039221; 0.000000; 0.000000
breast-cancer; 0.619516; 0.071671; 0.959360; 0.057421; 0.000000; 0.000000
cardiotocography-10clases; 0.868581; 0.016057; 13.496180; 0.584466; 0.000000; 0.000000
cardiotocography-3clases; 0.923846; 0.011888; 6.486660; 0.315272; 0.000000; 0.000000
conn-bench-sonar-mines-rocks; 0.835157; 0.056263; 0.640420; 0.012734; 0.000000; 0.000000
cylinder-bands; 0.781232; 0.042522; 2.964620; 0.158073; 0.000000; 0.000000
dermatology; 0.970774; 0.016587; 0.864500; 0.037170; 0.000000; 0.000000
echocardiogram; 0.780000; 0.070367; 0.199580; 0.012592; 0.000000; 0.000000
fertility; 0.669000; 0.088820; 0.134100; 0.012813; 0.000000; 0.000000
haberman-survival; 0.643406; 0.050306; 0.283720; 0.015828; 0.000000; 0.000000
heart-hungarian; 0.814933; 0.050524; 0.571280; 0.026832; 0.000000; 0.000000
hepatitis; 0.772903; 0.074672; 0.341000; 0.021727; 0.000000; 0.000000
ilpd-indian-liver; 0.676359; 0.041188; 1.990320; 0.150644; 0.000000; 0.000000
ionosphere; 0.937891; 0.026202; 0.875560; 0.029337; 0.000000; 0.000000
iris; 0.965333; 0.033307; 0.050980; 0.004416; 0.000000; 0.000000
led-display; 0.728700; 0.023766; 0.867560; 0.032004; 0.000000; 0.000000
libras; 0.838333; 0.044597; 4.447600; 0.213703; 0.000000; 0.000000
low-res-spect; 0.891345; 0.027426; 3.692020; 0.202194; 0.000000; 0.000000
lymphography; 0.840966; 0.054341; 0.475660; 0.030094; 0.000000; 0.000000
mammographic; 0.818524; 0.021427; 1.825040; 0.098660; 0.000000; 0.000000
molec-biol-promoter; 0.878571; 0.075731; 0.323000; 0.011610; 0.000000; 0.000000
musk-1; 0.892235; 0.032271; 3.034040; 0.158887; 0.000000; 0.000000
oocytes_merluccius_nucleus_4d; 0.832692; 0.022588; 5.480560; 0.261638; 0.000000; 0.000000
oocytes_merluccius_states_2f; 0.904502; 0.016239; 2.144440; 0.117212; 0.000000; 0.000000
oocytes_trisopterus_nucleus_2f; 0.813282; 0.029275; 3.834660; 0.202701; 0.000000; 0.000000
oocytes_trisopterus_states_5b; 0.921051; 0.018487; 3.326460; 0.179141; 0.000000; 0.000000
parkinsons; 0.860000; 0.064707; 0.299940; 0.019316; 0.000000; 0.000000
pima; 0.746224; 0.031720; 2.220000; 0.124717; 0.000000; 0.000000
pittsburg-bridges-MATERIAL; 0.797359; 0.072867; 0.102660; 0.007090; 0.000000; 0.000000
pittsburg-bridges-REL-L; 0.672095; 0.114847; 0.158380; 0.008229; 0.000000; 0.000000
pittsburg-bridges-SPAN; 0.624737; 0.104900; 0.134220; 0.006236; 0.000000; 0.000000
pittsburg-bridges-T-OR-D; 0.787714; 0.086862; 0.081040; 0.006353; 0.000000; 0.000000
planning; 0.468574; 0.070150; 0.537180; 0.051892; 0.000000; 0.000000
post-operative; 0.398889; 0.100425; 0.312580; 0.022610; 0.000000; 0.000000
seeds; 0.937619; 0.031186; 0.112580; 0.004992; 0.000000; 0.000000
statlog-australian-credit; 0.554928; 0.036031; 2.917760; 0.169456; 0.000000; 0.000000
statlog-german-credit; 0.724500; 0.026930; 5.254680; 0.201639; 0.000000; 0.000000
statlog-heart; 0.828519; 0.042035; 0.553720; 0.019196; 0.000000; 0.000000
statlog-image; 0.975584; 0.007008; 6.262160; 0.289373; 0.000000; 0.000000
statlog-vehicle; 0.778616; 0.026319; 3.333380; 0.089501; 0.000000; 0.000000
synthetic-control; 0.986167; 0.010489; 2.140560; 0.112066; 0.000000; 0.000000
tic-tac-toe; 0.986743; 0.010448; 1.953320; 0.088230; 0.000000; 0.000000
vertebral-column-2clases; 0.822258; 0.037687; 0.294460; 0.020780; 0.000000; 0.000000
wine; 0.970286; 0.033183; 0.167440; 0.005797; 0.000000; 0.000000
zoo; 0.974286; 0.034664; 0.143680; 0.007503; 0.000000; 0.000000

6
target/surefire-reports/TEST-com.testpbc4.AppTest.xml
View File

@@ -1,5 +1,5 @@
<?xml version="1.0" encoding="UTF-8"?>
<testsuite xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="https://maven.apache.org/surefire/maven-surefire-plugin/xsd/surefire-test-report-3.0.xsd" version="3.0" name="com.testpbc4.AppTest" time="0.009" tests="1" errors="0" skipped="0" failures="0">
<testsuite xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="https://maven.apache.org/surefire/maven-surefire-plugin/xsd/surefire-test-report-3.0.xsd" version="3.0" name="com.testpbc4.AppTest" time="0.01" tests="1" errors="0" skipped="0" failures="0">
<properties>
<property name="java.specification.version" value="21"/>
<property name="sun.jnu.encoding" value="UTF-8"/>
@@ -12,7 +12,7 @@
<property name="sun.java.launcher" value="SUN_STANDARD"/>
<property name="user.country" value="US"/>
<property name="sun.boot.library.path" value="/usr/lib/jvm/java-21-openjdk-21.0.5.0.11-1.fc41.x86_64/lib"/>
<property name="sun.java.command" value="/home/rmontanana/Code/PBC4cipTest/target/surefire/surefirebooter-20241223190202468_3.jar /home/rmontanana/Code/PBC4cipTest/target/surefire 2024-12-23T19-02-02_437-jvmRun1 surefire-20241223190202468_1tmp surefire_0-20241223190202468_2tmp"/>
<property name="sun.java.command" value="/home/rmontanana/Code/PBC4cipTest/target/surefire/surefirebooter-20241227110401085_3.jar /home/rmontanana/Code/PBC4cipTest/target/surefire 2024-12-27T11-04-01_057-jvmRun1 surefire-20241227110401085_1tmp surefire_0-20241227110401085_2tmp"/>
<property name="jdk.debug" value="release"/>
<property name="surefire.test.class.path" value="/home/rmontanana/Code/PBC4cipTest/target/test-classes:/home/rmontanana/Code/PBC4cipTest/target/classes:/home/rmontanana/.m2/repository/nz/ac/waikato/cms/weka/weka-dev/3.9.6/weka-dev-3.9.6.jar:/home/rmontanana/.m2/repository/com/github/vbmacher/java-cup/11b-20160615/java-cup-11b-20160615.jar:/home/rmontanana/.m2/repository/com/github/vbmacher/java-cup-runtime/11b-20160615/java-cup-runtime-11b-20160615.jar:/home/rmontanana/.m2/repository/nz/ac/waikato/cms/weka/thirdparty/bounce/0.18/bounce-0.18.jar:/home/rmontanana/.m2/repository/com/googlecode/matrix-toolkits-java/mtj/1.0.4/mtj-1.0.4.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/netlib-native_ref-osx-x86_64/1.1/netlib-native_ref-osx-x86_64-1.1-natives.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/native_ref-java/1.1/native_ref-java-1.1.jar:/home/rmontanana/.m2/repository/com/github/fommil/jniloader/1.1/jniloader-1.1.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/netlib-native_ref-linux-x86_64/1.1/netlib-native_ref-linux-x86_64-1.1-natives.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/netlib-native_ref-linux-i686/1.1/netlib-native_ref-linux-i686-1.1-natives.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/netlib-native_ref-win-x86_64/1.1/netlib-native_ref-win-x86_64-1.1-natives.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/netlib-native_ref-win-i686/1.1/netlib-native_ref-win-i686-1.1-natives.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/netlib-native_ref-linux-armhf/1.1/netlib-native_ref-linux-armhf-1.1-natives.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/netlib-native_system-osx-x86_64/1.1/netlib-native_system-osx-x86_64-1.1-natives.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/native_system-java/1.1/native_system-java-1.1.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/netlib-native_system-linux-x86_64/1.1/netlib-native_system-linux-x86_64-1.1-natives.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/netlib-native_system-linux-i686/1.1/netlib-native_system-linux-i686-1.1-natives.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/netlib-native_system-linux-armhf/1.1/netlib-native_system-linux-armhf-1.1-natives.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/netlib-native_system-win-x86_64/1.1/netlib-native_system-win-x86_64-1.1-natives.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/netlib-native_system-win-i686/1.1/netlib-native_system-win-i686-1.1-natives.jar:/home/rmontanana/.m2/repository/net/sourceforge/f2j/arpack_combined_all/0.1/arpack_combined_all-0.1.jar:/home/rmontanana/.m2/repository/com/googlecode/netlib-java/netlib-java/1.1/netlib-java-1.1.jar:/home/rmontanana/.m2/repository/com/github/fommil/netlib/core/1.1/core-1.1.jar:/home/rmontanana/.m2/repository/com/github/fracpete/jfilechooser-bookmarks/0.1.6/jfilechooser-bookmarks-0.1.6.jar:/home/rmontanana/.m2/repository/com/github/fracpete/jclipboardhelper/0.1.0/jclipboardhelper-0.1.0.jar:/home/rmontanana/.m2/repository/com/sun/istack/istack-commons-runtime/3.0.12/istack-commons-runtime-3.0.12.jar:/home/rmontanana/.m2/repository/jakarta/activation/jakarta.activation-api/1.2.2/jakarta.activation-api-1.2.2.jar:/home/rmontanana/.m2/repository/jakarta/xml/bind/jakarta.xml.bind-api/2.3.3/jakarta.xml.bind-api-2.3.3.jar:/home/rmontanana/.m2/repository/org/glassfish/jaxb/jaxb-runtime/2.3.5/jaxb-runtime-2.3.5.jar:/home/rmontanana/.m2/repository/org/glassfish/jaxb/txw2/2.3.5/txw2-2.3.5.jar:/home/rmontanana/.m2/repository/com/sun/activation/jakarta.activation/1.2.2/jakarta.activation-1.2.2.jar:/home/rmontanana/.m2/repository/com/formdev/flatlaf/2.0/flatlaf-2.0.jar:/home/rmontanana/.m2/repository/weka/classifiers/trees/PBC4cip/1.0/PBC4cip-1.0.jar:/home/rmontanana/.m2/repository/junit/junit/3.8.1/junit-3.8.1.jar:/home/rmontanana/.m2/repository/org/apache/commons/commons-lang3/3.12.0/commons-lang3-3.12.0.jar:/home/rmontanana/.m2/repository/nz/ac/waikato/cms/weka/discriminantAnalysis/1.0.3/discriminantAnalysis-1.0.3.jar:"/>
<property name="sun.cpu.endian" value="little"/>
@@ -27,7 +27,7 @@
<property name="line.separator" value="&#10;"/>
<property name="java.specification.name" value="Java Platform API Specification"/>
<property name="java.vm.specification.vendor" value="Oracle Corporation"/>
<property name="surefire.real.class.path" value="/home/rmontanana/Code/PBC4cipTest/target/surefire/surefirebooter-20241223190202468_3.jar"/>
<property name="surefire.real.class.path" value="/home/rmontanana/Code/PBC4cipTest/target/surefire/surefirebooter-20241227110401085_3.jar"/>
<property name="sun.management.compiler" value="HotSpot 64-Bit Tiered Compilers"/>
<property name="java.runtime.version" value="21.0.5+11"/>
<property name="user.name" value="rmontanana"/>

2
target/surefire-reports/com.testpbc4.AppTest.txt
View File

@@ -1,4 +1,4 @@
-------------------------------------------------------------------------------
Test set: com.testpbc4.AppTest
-------------------------------------------------------------------------------
Tests run: 1, Failures: 0, Errors: 0, Skipped: 0, Time elapsed: 0.009 s -- in com.testpbc4.AppTest
Tests run: 1, Failures: 0, Errors: 0, Skipped: 0, Time elapsed: 0.010 s -- in com.testpbc4.AppTest