chromatography-rt-prediction / artifacts /matched_lab_encoding /matched_lab_encoding_aggregate.csv
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task,encoding,r2_mean,r2_std,mae_mean,mae_std,rmse_mean,rmse_std
Identity-grouped,Learned embedding,0.9575292496905048,0.004601771921962675,0.4792392145369658,0.03490762322921156,0.7821575747177212,0.07534071939472707
Identity-grouped,One-hot vector,0.9380575021107992,0.015516997824412456,0.5823895335197449,0.04802469186971968,0.9354072652602946,0.06290680069976864
Scaffold-aware,Learned embedding,0.8759855635545492,0.012890934279808471,0.8076933186794686,0.02681583637682963,1.1981359552517832,0.02175997424375942
Scaffold-aware,One-hot vector,0.8791037201881409,0.006672476837418119,0.8153544664382935,0.028303735762980252,1.1856178771336834,0.06344845114712258