Run
517315

Run 517315

Task 31 (Supervised Classification) credit-g Uploaded 29-01-2016 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
0.6769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3956
Cross-validation details (10-fold Crossvalidation)
KB relative information score
420.1065
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.227
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.773
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.773
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5403
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4764
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0397
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
191.611
UserCPU time millis testing
15.773
UserCPU time millis training
175.838