Run
515219

Run 515219

Task 3606 (Supervised Classification) fri_c3_1000_10 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
0.8403
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8429
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6812
Cross-validation details (10-fold Crossvalidation)
KB relative information score
679.361
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.157
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8429
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.843
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.843
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3186
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3962
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7982
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.261
UserCPU time millis testing
0.051
UserCPU time millis training
0.21