6
Information relative to STree experimentation
Ricardo Montañana Gómez edited this page 2021-07-30 20:21:47 +02:00

Datasets

Datasets

Time spent training

Time Training Classifiers in seconds

Complexity information

Complexity information (# nodes)

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 {}
cardiotocography-3clases {}
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 {}
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 {}
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}