OpenML
2189527

Run 2189527

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)_minsplit34
mlr.classif.rpart(31)_minbucket40
mlr.classif.rpart(31)_cp0.507574590854347
mlr.classif.rpart(31)_maxdepth22
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
0.8694
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7574
Cross-validation details (10-fold Crossvalidation)
KB relative information score
377.8591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.169
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
0.8899
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8893
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.8893
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3151
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6518
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1764.1119
UserCPU time millis
0.252
UserCPU time millis testing
0.029
UserCPU time millis training
0.223