Run
519927

Run 519927

Task 3671 (Supervised Classification) fri_c3_1000_50 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_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
0.8351
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8394
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6742
Cross-validation details (10-fold Crossvalidation)
KB relative information score
674.3293
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.16
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.84
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3239
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8049
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.66
UserCPU time millis testing
0.085
UserCPU time millis training
0.575