chromatography-rt-prediction / artifacts /matched_lab_encoding /matched_lab_encoding_by_run.csv
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task,repeat,seed,encoding,r2,mae,rmse
Identity-grouped,1,123456,Learned embedding,0.9580249515779165,0.5117067615817488,0.8609177142848459
Identity-grouped,1,123456,One-hot vector,0.9512134790420532,0.5941152572631836,0.9281453396915735
Identity-grouped,2,123457,Learned embedding,0.9618631030749805,0.44231882816510826,0.7107797814145037
Identity-grouped,2,123457,One-hot vector,0.9420136213302612,0.5295878648757935,0.8764465840172277
Identity-grouped,3,123458,Learned embedding,0.9526996944186176,0.4836920538640403,0.7747752284538142
Identity-grouped,3,123458,One-hot vector,0.920945405960083,0.6234654784202576,1.0016298720720824
Scaffold-aware,1,123456,Learned embedding,0.8908691742940704,0.7771648560748977,1.1756462251708724
Scaffold-aware,1,123456,One-hot vector,0.8785049319267273,0.839631199836731,1.2404585988563603
Scaffold-aware,2,123457,Learned embedding,0.868357250484825,0.8274407194900248,1.1996774440883131
Scaffold-aware,2,123457,One-hot vector,0.8860554099082947,0.7842666506767273,1.1161252286750354
Scaffold-aware,3,123458,Learned embedding,0.868730265884752,0.8184743804734832,1.219084196496164
Scaffold-aware,3,123458,One-hot vector,0.8727508187294006,0.8221655488014221,1.2002698038696544