Run
522837

Run 522837

Task 3698 (Supervised Classification) bank32nh 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
0.7515
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8045
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5327
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4339.7073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.189
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4281
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8055
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.811
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8937
Cross-validation details (10-fold Crossvalidation)
Recall
0.811
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4414
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4627
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9396
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1122.568
UserCPU time millis testing
102.001
UserCPU time millis training
1020.567