OpenML
2421424

Run 2421424

Task 3896 (Supervised Classification) ada_agnostic Uploaded 22-06-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit10
mlr.classif.rpart(29)_minbucket20
mlr.classif.rpart(29)_cp0.00335584906861186
mlr.classif.rpart(29)_maxdepth23
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
0.8432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8351
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1772.7052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2251
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8356
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8431
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8431
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7916
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.5479
UserCPU time millis
1.366
UserCPU time millis testing
0.061
UserCPU time millis training
1.305