Run
571731

Run 571731

Task 2079 (Supervised Classification) eucalyptus 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
0.7608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6253
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5228
Cross-validation details (10-fold Crossvalidation)
KB relative information score
407.9103
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1473
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6386
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6318
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.6318
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4702
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3838
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9698
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
198.851
UserCPU time millis testing
0.085
UserCPU time millis training
198.766