OpenML
2189560

Run 2189560

Task 145878 (Supervised Classification) wdbc Uploaded 17-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.rpart(31)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(31)_minsplit28
mlr.classif.rpart(31)_minbucket43
mlr.classif.rpart(31)_cp0.781327969627455
mlr.classif.rpart(31)_maxdepth9
mlr.classif.rpart(31)_xval0
mlr.classif.rpart(31)_openml.seed1
mlr.classif.rpart(31)_openml.kindMersenne-Twister
mlr.classif.rpart(31)_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
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6775
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.8279
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2041
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
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8559
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7127
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1739.9764
UserCPU time millis
0.249
UserCPU time millis testing
0.03
UserCPU time millis training
0.219