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ResearchFormerly WizWand

Multi-Class Classification on Cover Type (CovType) (test)

96.94AccuracyDNN
71.56478.15284.7491.328May 27, 2022
Updated 8mo ago

Evaluation results

MethodLinks
DNNModel Architecture=Neural2022.0596.94
MLP2022.0596.94
NB2Minteraction_order=pairwise2022.0589.08
NA2Minteraction_order=pairwise2022.0588.72
XGBoostModel Architecture=Trees2022.0588.6
XGBoost2022.0588.6
SPAM (Neural, Order 3)Interaction Order=3, Model Architecture=Neural2022.0588.57
SPAM (Linear, Order 3)Interaction Order=3, Model Architecture=Linear2022.0580.66
SPAM (Neural, Order 2)Interaction Order=2, Model Architecture=Neural2022.0577.7
SPAM (Linear, Order 2)Interaction Order=2, Model Architecture=Linear2022.0577.32
Linear (Order 2)Interaction Order=2, Model Architecture=Linear2022.0576.01
EBMs (Order 1)Interaction Order=1, Model Architecture=Trees2022.0573.92
EBMinteraction_order=first-order2022.0573.92
NBMinteraction_order=first-order2022.0573.69
NAMInteraction Order=1, Model Architecture=Neural2022.0573.59
NAMinteraction_order=first-order2022.0573.59
Linear (Order 1)Interaction Order=1, Model Architecture=Linear2022.0572.54
Linear2022.0572.54