Run
517559

Run 517559

Task 7548 (Supervised Classification) PizzaCutter1 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
0.6209
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9182
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3449
Cross-validation details (10-fold Crossvalidation)
KB relative information score
241.4936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0666
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.146
Cross-validation details (10-fold Crossvalidation)
Number of instances
661
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9223
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9334
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.402
Cross-validation details (10-fold Crossvalidation)
Recall
0.9334
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4558
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2692
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.258
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9583
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
37.226
UserCPU time millis testing
4.142
UserCPU time millis training
33.084