Run
3482420

Run 3482420

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)_minsplit38
mlr.classif.rpart(29)_minbucket24
mlr.classif.rpart(29)_cp0.00921636098064482
mlr.classif.rpart(29)_maxdepth27
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
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9193
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
433.4022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1173
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
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9192
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9192
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2509
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5453
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1305.5937
UserCPU time millis
0.196
UserCPU time millis testing
0.033
UserCPU time millis training
0.163