Run
511130

Run 511130

Task 3657 (Supervised Classification) fri_c2_500_5 Uploaded 28-01-2016 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
0.8765
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.887
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.764
Cross-validation details (10-fold Crossvalidation)
KB relative information score
381.7443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.112
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4816
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8885
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.888
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2325
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4907
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.682
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.162
UserCPU time millis testing
0.037
UserCPU time millis training
0.125