7762aa93ff14062

http://nhiro.org.s3.amazonaws.com/9/1/91a3245f18061fc8667885f5833316cc.jpg https://gyazo.com/91a3245f18061fc8667885f5833316cc

(OCR text)

63

1層目のモデル:Sofia

-Model 11: Sofia(R). Dataset: one against all with

learner_type="logreg-pegasos" and

loop_type="balanced-stochastic". Dataset: Scale(X)

-Model 12: Sofia(R). Trainned one against all with

learner_type="logreg-pegasos" and

loop_type="balanced-stochastic". Dataset: Scale(X, T-

sne Dimension, some 3 level interactions between 13

most important features based in randomForest

importance)

-Model 13: Sofia(R). Trainned one against all with

learner_type="logreg-pegasos" and

loop_type="combined-roc". Dataset: Log(1+X, T-sne

Dimension, some 3 level interactions between 13

most important features based in randomForest

importance)

II