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Experimentation Information

Ricardo Montañana Gómez
2021-04-08 11:10:17 +02:00
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Information-relative-to-STree-experimentation.md Normal file

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# Information relative to STree experimentation
# =============================================
## Random seeds used
[57, 31, 1714, 17, 23, 79, 83, 97, 7, 1]
## Optimized parameters used for each dataset
|Dataset|Parameters|
|-|-|
|balance-scale | {"C": 1e4, "gamma": 0.1, "kernel": "rbf", "max_iter": 1e4}|
|balloons | {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 1e4}|
|breast-cancer-wisc-diag | {"C": 0.2, "max_iter": 1e4}|
|breast-cancer-wisc-prog | {"C": 0.2, "max_iter": 1e4}|
|breast-cancer-wisc | {}|
|breast-cancer | {}|
|cardiotocography-10clases | {"C": 0.05, "max_iter": 1e4}|
|cardiotocography-3clases | {"C": 0.05, "max_iter": 1e4}|
|conn-bench-sonar-mines-rocks | {}|
|cylinder-bands | {}|
|dermatology | {"C": 55, "max_iter": 1e4}|
|echocardiogram | {"C": 7, "gamma": 0.1, "kernel": "poly", "max_features": "auto", "max_iter": 1e4}|
|fertility | {"C": 0.05, "max_features": "auto", "max_iter": 1e4}|
|haberman-survival | {}|
|heart-hungarian | {"C": 0.05, "max_iter": 1e4}|
|hepatitis | {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 1e4}|
|ilpd-indian-liver | {}|
|ionosphere | {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 1e4}|
|iris | {}|
|led-display | {"C": 1e4, "max_iter": 1e4}|
|libras | {"C": 0.08, "max_iter": 1e4}|
|low-res-spect | {"C": 0.05, "max_iter": 1e4}|
|lymphography | {"C": 0.05, "max_iter": 1e4}|
|mammographic | {}|
|molec-biol-promoter | {"C": 0.05, "gamma": 0.1, "kernel": "poly", "max_iter": 1e4}|
|musk-1 | {"C": 0.05, "gamma": 0.1, "kernel": "poly", "max_iter": 1e4}|
|oocytes_merluccius_nucleus_4d | {"C": 8.25, "gamma": 0.1, "kernel": "poly"}|
|oocytes_merluccius_states_2f | {}|
|oocytes_trisopterus_nucleus_2f | {}|
|oocytes_trisopterus_states_5b | {"C": 0.11, "max_iter": 1e4}|
|parkinsons | {}|
|pima | {}|
|pittsburg-bridges-MATERIAL | {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 1e4}|
|pittsburg-bridges-REL-L | {}|
|pittsburg-bridges-SPAN | {"C": 0.05, "max_iter": 1e4}|
|pittsburg-bridges-T-OR-D | {}|
|planning | {"C": 7, "gamma": 10.0, "kernel": "rbf", "max_iter": 1e4}|
|post-operative | {"C": 55, "degree": 5, "gamma": 0.1, "kernel": "poly", "max_iter": 1e4}|
|seeds | {"C": 1e4, "max_iter": 1e4}|
|statlog-australian-credit | {"C": 0.05, "max_features": "auto", "max_iter": 1e4}|
|statlog-german-credit | {}|
|statlog-heart | {}|
|statlog-image | {"C": 7, "max_iter": 1e4}|
|statlog-vehicle | {"C": 0.55, "max_iter": 1e4}|
|synthetic-control | {"C": 0.55, "max_iter": 1e4}|
|tic-tac-toe | {"C": 0.2, "gamma": 0.1, "kernel": "poly", "max_iter": 1e4}|
|vertebral-column-2clases | {}|
|wine | {"C": 0.55, "max_iter": 1e4}|
|zoo | {"C": 0.1, "max_iter": 1e4}|