Run
2851038

Run 2851038

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.trees995
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_sample.fraction0.409687102469616
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
0.9503
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7335
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3074.1615
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1849
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
0.8895
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4458
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2853
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6266
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.849
UserCPU time millis
250.268
UserCPU time millis testing
8.578
UserCPU time millis training
241.69