Run
515623

Run 515623

Task 3913 (Supervised Classification) kc2 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_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
0.694
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.8917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1667
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8199
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5103
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0113
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
28.867
UserCPU time millis testing
4.448
UserCPU time millis training
24.419