Run
2856978

Run 2856978

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.trees435
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.957568371831439
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
0.9608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9079
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7774
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3510.8702
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1501
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
0.9077
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3619
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2621
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5756
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.9336
UserCPU time millis
182.958
UserCPU time millis testing
5.213
UserCPU time millis training
177.745