Run
8477949

Run 8477949

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.trees244
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size9
mlr.classif.ranger(13)_sample.fraction0.373645213874988
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
0.9494
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7292
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2977.6032
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.193
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
0.8879
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4654
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6346
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1231.2138
UserCPU time millis
40.799
UserCPU time millis testing
2.174
UserCPU time millis training
38.625