Run
522498

Run 522498

Task 3896 (Supervised Classification) ada_agnostic Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.767
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8419
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2467.1547
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1532
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8468
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8468
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4106
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3914
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9062
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
336.876
UserCPU time millis testing
56.911
UserCPU time millis training
279.965