Run
6355674

Run 6355674

Task 9889 (Supervised Classification) wilt Uploaded 29-08-2017 by OpenML_Bot R
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit14
mlr.classif.rpart(29)_minbucket35
mlr.classif.rpart(29)_cp0.0369606961030513
mlr.classif.rpart(29)_maxdepth25
mlr.classif.rpart(29)_xval0
mlr.classif.rpart(29)_openml.seed1
mlr.classif.rpart(29)_openml.kindMersenne-Twister
mlr.classif.rpart(29)_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.

21 Evaluation measures

Area under ROC curve
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6949
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2459.1072
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0452
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6906
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.6432
UserCPU time millis
0.381
UserCPU time millis testing
0.02
UserCPU time millis training
0.361