List your company
ResearchFormerly WizWand

Classification on Heart Disease UCI (test)

0.0384Training Time (s)Logistic Regression
-23.955576138.003762299.9631461.922438Nov 27, 2024
Updated 5mo ago

Evaluation results

MethodLinks
Logistic RegressionSearch Method=Random Search2024.110.0384———
Naive BayesSearch Method=Randomized-Grid Search2024.110.0535———
Naive BayesSearch Method=Random Search2024.110.093———
K-Nearest NeighbourSearch Method=Random Search2024.110.2932———
Naive BayesSearch Method=Grid Search2024.110.824———
Logistic RegressionSearch Method=Randomized-Grid Search2024.110.8985———
Decision TreeSearch Method=Random Search2024.112.54—77.2570.29
K-Nearest NeighbourSearch Method=Randomized-Grid Search2024.112.6115———
Logistic RegressionSearch Method=Grid Search2024.112.8187———
K-Nearest NeighbourSearch Method=Grid Search2024.115———
Support Vector MachineSearch Method=Randomized-Grid Search2024.116.1294———
Support Vector MachineSearch Method=Random Search2024.116.782———
Decision TreeSearch Method=Randomized-Grid Search2024.117.172—81.4380.74
Support Vector MachineSearch Method=Grid Search2024.1110.55———
Random ForestSearch Method=Random Search2024.1111.0637———
XGBoostSearch Method=Randomized-Grid Search2024.1113.3861—84.389.94
Decision TreeSearch Method=Grid Search2024.1114.52—77.2870.29
Random ForestSearch Method=Randomized-Grid Search2024.1117.7872—83.4991.34
XGBoostSearch Method=Random Search2024.1118.2559———
Neural NetworkSearch Method=Random Search2024.1120.8———
Random ForestSearch Method=Grid Search2024.1142———
Neural NetworkSearch Method=Randomized-Grid Search2024.1170.9886——86.58
Neural NetworkSearch Method=Grid Search2024.1191.79———
XGBoostSearch Method=Grid Search2024.11599.8878———
BRSModel Category=Ruleset Extracting Models2026.05—0.64——
BSCCARTModel Category=Structure-constrained Models2026.05—5——
IDSModel Category=Ruleset Extracting Models2026.05—2.1——
IREPModel Category=Ruleset Extracting Models2026.05—-19.49——
OPDTModel Category=Structure-constrained Models2026.05—-9.2——
PRISMModel Category=Ruleset Extracting Models2026.05—0.2——
RipperModel Category=Ruleset Extracting Models2026.05—-4.52——
RSCRULESModel Category=Structure-constrained Models2026.05—-0.9——