OpenML
2334113

Run 2334113

Task 9952 (Supervised Classification) phoneme Uploaded 23-05-2017 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)_minsplit47
mlr.classif.rpart(31)_minbucket20
mlr.classif.rpart(31)_cp0.0295412270352244
mlr.classif.rpart(31)_maxdepth21
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
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4596
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1433.0041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3077
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.742
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3954
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8683
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2151.595
UserCPU time millis
0.223
UserCPU time millis testing
0.012
UserCPU time millis training
0.211