OpenML
2274499

Run 2274499

Task 145853 (Supervised Classification) madelon Uploaded 19-05-2017 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)_minsplit14
mlr.classif.rpart(31)_minbucket16
mlr.classif.rpart(31)_cp0.0376857516821474
mlr.classif.rpart(31)_maxdepth19
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
0.6903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
440.9268
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4284
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9334
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2151.595
Total cost
UserCPU time millis
3.746
UserCPU time millis testing
0.397
UserCPU time millis training
3.349