Run
572467

Run 572467

Task 3527 (Supervised Classification) oh0.wc Uploaded 09-05-2016 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
0.8491
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7078
Cross-validation details (10-fold Crossvalidation)
KB relative information score
712.3096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0501
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1749
Cross-validation details (10-fold Crossvalidation)
Number of instances
1003
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7498
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1536
Cross-validation details (10-fold Crossvalidation)
Recall
0.7498
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2861
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2237
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7565
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
36.142
UserCPU time millis testing
8.057
UserCPU time millis training
28.085