Run
520453

Run 520453

Task 3884 (Supervised Classification) page-blocks 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
0.8997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8263
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4247.4163
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0309
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4768
Cross-validation details (10-fold Crossvalidation)
Recall
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5798
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.882
UserCPU time millis testing
0.042
UserCPU time millis training
0.84