Run
8478117

Run 8478117

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.trees1307
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size165
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.809525127266534
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
0.9211
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8544
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6455
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2404.0737
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2326
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
0.8537
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5609
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3254
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7146
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1227.7993
UserCPU time millis
240.209
UserCPU time millis testing
9.373
UserCPU time millis training
230.836