Run
571725

Run 571725

Task 14968 (Supervised Classification) cylinder-bands 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
0.6945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7073
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3965
Cross-validation details (10-fold Crossvalidation)
KB relative information score
216.8365
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2889
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7086
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.7111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5921
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5375
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0882
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.293
UserCPU time millis testing
0.107
UserCPU time millis training
0.186