Run
3487909

Run 3487909

Task 145878 (Supervised Classification) wdbc Uploaded 02-07-2017 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)_minsplit7
mlr.classif.rpart(29)_minbucket7
mlr.classif.rpart(29)_cp0.0120680106338114
mlr.classif.rpart(29)_maxdepth16
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
0.957
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
473.2932
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0823
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9385
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1759
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2346
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4853
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1305.9964
UserCPU time millis
0.281
UserCPU time millis testing
0.033
UserCPU time millis training
0.248