Run
522689

Run 522689

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 09-02-2016 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
0.6354
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5823
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2715
Cross-validation details (10-fold Crossvalidation)
KB relative information score
740.8602
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2613
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5624
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.608
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.608
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6887
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1738
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
441.946
UserCPU time millis testing
34.813
UserCPU time millis training
407.133