Run
8063393

Run 8063393

Task 9952 (Supervised Classification) phoneme Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1876
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size106
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.139248562511057
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
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8071
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5258
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1704.5197
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2864
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
0.806
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6906
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3588
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.788
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.8567
UserCPU time millis
18.137
UserCPU time millis testing
1.911
UserCPU time millis training
16.226