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ResearchFormerly WizWand

Classification on ecoli (train)

87.84AccuracyConTree
75.56878.75481.9485.126Sep 15, 2025
Updated 6mo ago

Evaluation results

MethodLinks
ConTreeAlgorithm=ConTree, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.0987.840.18
CART-sizeAlgorithm=CART-size, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.0985.970.65
HODTAlgorithm=HODT, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.0985.921.25
CART-sizeAlgorithm=CART-size, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.0985.820.88
CART-depthAlgorithm=CART-depth, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.0985.520.37
CART-sizeAlgorithm=CART-size, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.0985.070.53
HODTAlgorithm=HODT, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.0984.421.25
HODTAlgorithm=HODT, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.0984.251.7
HODTConstraint type=size, K=32025.0982.761.1
ConTreeConstraint type=depth, d=22025.0981.110.8
CART-sizeConstraint type=size, K=32025.0981.110.8
HODTConstraint type=size, K=22025.0980.730.97
CART-depthConstraint type=depth, d=22025.0980.371.28
CART-sizeConstraint type=size, K=22025.0976.041.38