Run
513714

Run 513714

Task 3775 (Supervised Classification) fri_c2_1000_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
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7796
Cross-validation details (10-fold Crossvalidation)
KB relative information score
779.056
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.106
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8944
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.894
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.894
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2181
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6605
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.187
UserCPU time millis testing
0.038
UserCPU time millis training
0.149