Run
523832

Run 523832

Task 3600 (Supervised Classification) ailerons Uploaded 11-02-2016 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
0.839
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8434
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.679
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9298.3564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1565
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4884
Cross-validation details (10-fold Crossvalidation)
Number of instances
13750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8435
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9832
Cross-validation details (10-fold Crossvalidation)
Recall
0.8435
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4942
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8006
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.73
UserCPU time millis testing
0.395
UserCPU time millis training
5.335