Run
572365

Run 572365

Task 3529 (Supervised Classification) oh5.wc Uploaded 08-05-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(49)Learner classif.rpart from package(s) rpart.
classif.rpart(49)_xval0
classif.rpart(49)_openml.seed1
classif.rpart(49)_openml.kindMersenne-Twister
classif.rpart(49)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9003
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8055
Cross-validation details (10-fold Crossvalidation)
KB relative information score
742.3311
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0342
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1775
Cross-validation details (10-fold Crossvalidation)
Number of instances
918
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8783
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.829
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2382
Cross-validation details (10-fold Crossvalidation)
Recall
0.829
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1849
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6208
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
29.892
UserCPU time millis testing
7.619
UserCPU time millis training
22.273