Run
571598

Run 571598

Task 3561 (Supervised Classification) profb Uploaded 05-05-2016 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
0.6049
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2209
Cross-validation details (10-fold Crossvalidation)
KB relative information score
149.956
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3289
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4446
Cross-validation details (10-fold Crossvalidation)
Number of instances
672
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9188
Cross-validation details (10-fold Crossvalidation)
Recall
0.6711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7397
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5735
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2165
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.224
UserCPU time millis testing
0.055
UserCPU time millis training
0.169