Run
8477945

Run 8477945

Task 145857 (Supervised Classification) phoneme Uploaded 05-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1746
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size6
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.118276809435338
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
0.9343
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6819
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2492.0983
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2297
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
0.8686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8705
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8705
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5539
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6917
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1218.1772
UserCPU time millis
152.146
UserCPU time millis testing
14.714
UserCPU time millis training
137.432