Run
523867

Run 523867

Task 3485 (Supervised Classification) scene Uploaded 11-02-2016 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
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.907
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1594.2527
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0827
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9173
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9173
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.75
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
472.458
UserCPU time millis testing
19.373
UserCPU time millis training
453.085