OpenML
6357927

Run 6357927

Task 145857 (Supervised Classification) phoneme Uploaded 29-08-2017 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)_minsplit51
mlr.classif.rpart(29)_minbucket22
mlr.classif.rpart(29)_cp0.0227280324324965
mlr.classif.rpart(29)_maxdepth20
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
0.7736
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4809
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1624.951
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.295
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
0.7947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8026
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8026
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7113
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8497
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1335.466
UserCPU time millis
0.438
UserCPU time millis testing
0.018
UserCPU time millis training
0.42