Run
2855302

Run 2855302

Task 9952 (Supervised Classification) phoneme Uploaded 27-06-2017 by OpenML_Bot R
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  • AzureBot10 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees91
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_sample.fraction0.228830850031227
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
0.9401
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.88
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2755.1726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2089
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
0.8795
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8808
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8808
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5038
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3028
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6649
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1283.8988
UserCPU time millis
15.413
UserCPU time millis testing
0.956
UserCPU time millis training
14.457