Run
521416

Run 521416

Task 9893 (Supervised Classification) hill-valley Uploaded 06-02-2016 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
0.6194
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6194
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2389
Cross-validation details (10-fold Crossvalidation)
KB relative information score
289.8697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3804
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6197
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6196
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9999
Cross-validation details (10-fold Crossvalidation)
Recall
0.6196
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2335
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
228.927
UserCPU time millis testing
11.218
UserCPU time millis training
217.709