Run
513479

Run 513479

Task 3875 (Supervised Classification) flags 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
0.6559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3311
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.3127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2887
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4588
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7008
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7113
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.7113
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6292
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1223
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
35.464
UserCPU time millis testing
4.595
UserCPU time millis training
30.869