Run
508905

Run 508905

Task 3661 (Supervised Classification) cpu Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_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
0.8709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7965
Cross-validation details (10-fold Crossvalidation)
KB relative information score
164.3437
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0718
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3797
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9282
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8205
Cross-validation details (10-fold Crossvalidation)
Recall
0.9282
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.189
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4351
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2679
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6158
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.184
UserCPU time millis testing
0.061
UserCPU time millis training
0.123