OpenML
2189567

Run 2189567

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)_minsplit10
mlr.classif.rpart(31)_minbucket7
mlr.classif.rpart(31)_cp0.050585720455274
mlr.classif.rpart(31)_maxdepth17
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
0.9251
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9031
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7923
Cross-validation details (10-fold Crossvalidation)
KB relative information score
412.7534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1362
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
0.903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2913
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2913
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6025
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1771.407
UserCPU time millis
0.257
UserCPU time millis testing
0.03
UserCPU time millis training
0.227