OpenML
6354874

Run 6354874

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)_minsplit23
mlr.classif.rpart(29)_minbucket38
mlr.classif.rpart(29)_cp0.16502559534274
mlr.classif.rpart(29)_maxdepth13
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
0.7112
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7319
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3423
Cross-validation details (10-fold Crossvalidation)
KB relative information score
771.7404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3545
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
0.7286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7376
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7376
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8548
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9283
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1334.5475
UserCPU time millis
0.376
UserCPU time millis testing
0.017
UserCPU time millis training
0.359