Run
2844586

Run 2844586

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.trees1792
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.447662393958308
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9515
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8916
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7381
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3184.8983
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1755
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
0.8914
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8919
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8919
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4231
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2811
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6173
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1306.0284
UserCPU time millis
605.307
UserCPU time millis testing
15.659
UserCPU time millis training
589.648