Run
2870011

Run 2870011

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.trees1134
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.649442590773106
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
0.955
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8972
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3001.9013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1926
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
0.8969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8979
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8979
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4645
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2837
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.623
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1218.9639
UserCPU time millis
194.766
UserCPU time millis testing
13.24
UserCPU time millis training
181.526