Run
572563

Run 572563

Task 3536 (Supervised Classification) oh10.wc Uploaded 10-05-2016 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
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7555
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.709
Cross-validation details (10-fold Crossvalidation)
KB relative information score
752.4984
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0509
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1768
Cross-validation details (10-fold Crossvalidation)
Number of instances
1050
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8223
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7457
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2054
Cross-validation details (10-fold Crossvalidation)
Recall
0.7457
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2877
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2255
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7586
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
35.77
UserCPU time millis testing
8.663
UserCPU time millis training
27.107