Run
521418

Run 521418

Task 9893 (Supervised Classification) hill-valley Uploaded 06-02-2016 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
0.5174
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5151
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0348
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.8351
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4818
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5178
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5182
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9999
Cross-validation details (10-fold Crossvalidation)
Recall
0.5182
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6942
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3884
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.648
UserCPU time millis testing
0.204
UserCPU time millis training
1.444