Run
515973

Run 515973

Task 3598 (Supervised Classification) fri_c0_250_50 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
0.7508
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7481
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4978
Cross-validation details (10-fold Crossvalidation)
KB relative information score
123.2524
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.498
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7535
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9971
Cross-validation details (10-fold Crossvalidation)
Recall
0.748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.502
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0061
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.38
UserCPU time millis testing
0.104
UserCPU time millis training
0.276