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Classification on D3 ionosphere MCAR 15% (20% test)

98.59AccuracyB4
91.268493.169295.0796.9708Apr 28, 2026

Evaluation results

MethodLinks
B4Cleaning Strategy=oracle-RF2026.0498.595.35
B5Cleaning Strategy=oracle-TFM2026.0498.595.35
B-RL-TFMCleaning Strategy=PPO policy (TFM reward)2026.0498.595.35
B0Cleaning Strategy=no clean2026.0492.964.64
B1Cleaning Strategy=std. preproc.2026.0492.963.85
B-RL-RFCleaning Strategy=PPO policy (RF reward)2026.0492.963.99
B3Cleaning Strategy=simple random2026.0492.495.33
B2Cleaning Strategy=std. full-clean2026.0491.556.89