Run
3466080

Run 3466080

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)_minsplit28
mlr.classif.rpart(29)_minbucket7
mlr.classif.rpart(29)_cp0.00734662404283881
mlr.classif.rpart(29)_maxdepth22
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
0.9372
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8415
Cross-validation details (10-fold Crossvalidation)
KB relative information score
447.0143
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1065
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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9262
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2278
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.259
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5356
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1329.1621
UserCPU time millis
0.189
UserCPU time millis testing
0.033
UserCPU time millis training
0.156