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ResearchFormerly WizWand

Regression on Abalone (RMSE)

2.003RMSEDNN
1.978322.144912.31152.47809Sep 3, 2025Oct 14, 2025Nov 25, 2025Jan 6, 2026Feb 17, 2026Mar 31, 2026May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DNN2026.052.003
ANOVA TPNNModel interpretability=Interpretable model2025.102.051
Bayesian TPNNModel interpretability=Interpretable model2025.102.053
NAMModel interpretability=Interpretable model2025.102.062
NAM2025.092.062
mBNNModel interpretability=Blackbox model2025.102.081
DNN + HTAFActivation=HTAF2026.052.106
ANOVA-BART2025.092.112
MARS2025.092.137
SSANOVA2025.092.137
XGBModel interpretability=Blackbox model2025.102.157
RMB-CLEbase_booster=LGBM2026.022.169
BARTModel interpretability=Blackbox model2025.102.197
BART2025.092.197
LinearModel interpretability=Interpretable model2025.102.244
R-MTGB2026.022.266
MTGB2026.022.289
STbase_booster=LGBM2026.022.345
STbase_booster=GB2026.022.346
TaFbase_booster=GB2026.022.383
TaFbase_booster=LGBM2026.022.388
DPbase_booster=GB2026.022.397
DPbase_booster=LGBM2026.022.403
DNN + SSActivation=SS2026.052.403
RMB-CLEbase_booster=MTGB2026.022.465
DHN + STETraining=STE2026.052.62