Run
2433972

Run 2433972

Task 3860 (Supervised Classification) balance-scale Uploaded 23-06-2017 by Janek Thomas
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Flow

mlr.classif.rpart(38)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(38)_xval0
mlr.classif.rpart(38)_openml.seed1
mlr.classif.rpart(38)_openml.kindMersenne-Twister
mlr.classif.rpart(38)_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
0.8329
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6632
Cross-validation details (10-fold Crossvalidation)
KB relative information score
413.1199
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.168
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4969
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8334
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9956
Cross-validation details (10-fold Crossvalidation)
Recall
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4985
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8223
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.11
UserCPU time millis testing
0.04
UserCPU time millis training
0.07