Run
8478126

Run 8478126

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.trees1346
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size446
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.677456689812243
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
0.8922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5428
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1858.5345
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.272
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
0.8115
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8157
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8157
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3528
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7747
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1221.9328
UserCPU time millis
115.789
UserCPU time millis testing
7.429
UserCPU time millis training
108.36