Run
523397

Run 523397

Task 9964 (Supervised Classification) semeion Uploaded 10-02-2016 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
0.7873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5745
Cross-validation details (10-fold Crossvalidation)
KB relative information score
954.6636
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0766
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6216
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6171
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.6171
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4255
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2767
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9225
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.692
UserCPU time millis testing
0.353
UserCPU time millis training
2.339