Run
3488083

Run 3488083

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)_minsplit18
mlr.classif.rpart(29)_minbucket1
mlr.classif.rpart(29)_cp0.0813631075434387
mlr.classif.rpart(29)_maxdepth19
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
0.8919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7701
Cross-validation details (10-fold Crossvalidation)
KB relative information score
391.2969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1563
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
0.8946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8946
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.8946
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3083
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6376
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1331.301
UserCPU time millis
0.184
UserCPU time millis testing
0.03
UserCPU time millis training
0.154