Run
8031946

Run 8031946

Task 9952 (Supervised Classification) phoneme Uploaded 17-10-2017 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.trees537
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size965
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.421172644803301
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
0.8126
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7644
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4495
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1274.3391
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3105
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
0.7749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7589
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7589
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3923
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8616
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.0581
UserCPU time millis
5.392
UserCPU time millis testing
0.334
UserCPU time millis training
5.058