Run
8741052

Run 8741052

Task 145857 (Supervised Classification) phoneme Uploaded 29-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1542
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size72
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.757440015953034
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9278
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.658
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2736.2414
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2064
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
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8599
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8599
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4976
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6886
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1721.2871
UserCPU time millis
122.641
UserCPU time millis testing
2.549
UserCPU time millis training
120.092