Run
515650

Run 515650

Task 3567 (Supervised Classification) collins 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
0.9939
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9835
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9868
Cross-validation details (10-fold Crossvalidation)
KB relative information score
487.7221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0016
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1212
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.988
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6642
Cross-validation details (10-fold Crossvalidation)
Recall
0.988
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.246
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.04
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1626
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.466
UserCPU time millis testing
0.083
UserCPU time millis training
0.383