Run
505979

Run 505979

Task 3647 (Supervised Classification) rabe_266 Uploaded 15-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(40)Learner classif.rpart from package(s) rpart.
classif.rpart(40)_xval0
classif.rpart(40)_seed1
classif.rpart(40)_kindMersenne-Twister
classif.rpart(40)_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
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6998
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.8671
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.15
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4988
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8506
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.85
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9983
Cross-validation details (10-fold Crossvalidation)
Recall
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3007
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7756
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.127
UserCPU time millis testing
0.032
UserCPU time millis training
0.095