Run
509660

Run 509660

Task 9944 (Supervised Classification) user-knowledge Uploaded 27-01-2016 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
0.9217
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8752
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
328.4217
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0476
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.8809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2183
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5696
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.175
UserCPU time millis testing
0.04
UserCPU time millis training
0.135