Run
2863442

Run 2863442

Task 9952 (Supervised Classification) phoneme Uploaded 27-06-2017 by OpenML_Bot R
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  • AzureBot10 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1918
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_sample.fraction0.464677669340745
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9518
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7416
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3120.7609
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1814
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
0.8929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2825
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6204
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1294.5756
UserCPU time millis
529.855
UserCPU time millis testing
17.521
UserCPU time millis training
512.334