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ResearchFormerly WizWand

Classification on PimaIndian Kaggle (5-fold cross-validation)

90.14Macro F1 ScoreDataforge
62.746469.858276.9784.0818Nov 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DataforgeLLM Backbone=Llama-3.2-3B, Evaluation Protocol=5-fold cross-validation2025.1190.14
FeatLLMEvaluation Protocol=5-fold cross-validation2025.1189.66
ELLM-FTEvaluation Protocol=5-fold cross-validation2025.1189.66
Pure LLMLLM Backbone=Llama 3.1, Evaluation Protocol=5-fold cross-validation2025.1189.66
AutoFeatEvaluation Protocol=5-fold cross-validation2025.1180.86
OpenFEEvaluation Protocol=5-fold cross-validation2025.1180.86
RL-Policy-2 (MOAT)Evaluation Protocol=5-fold cross-validation2025.1180.73
OriginalEvaluation Protocol=5-fold cross-validation2025.1180.68
CAAFEEvaluation Protocol=5-fold cross-validation2025.1179.86
AFATEvaluation Protocol=5-fold cross-validation2025.1176.56
ERGEvaluation Protocol=5-fold cross-validation2025.1176.17
RDGEvaluation Protocol=5-fold cross-validation2025.1176.04
RL-Policy-1 (GRFG)Evaluation Protocol=5-fold cross-validation2025.1175.39
NFSEvaluation Protocol=5-fold cross-validation2025.1174.87
TTGEvaluation Protocol=5-fold cross-validation2025.1174.48
LDAEvaluation Protocol=5-fold cross-validation2025.1163.8
PCAEvaluation Protocol=5-fold cross-validation2025.1163.8