Run
8779672

Run 8779672

Task 145857 (Supervised Classification) phoneme Uploaded 07-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees769
mlr.classif.ranger(16)_mtry3
mlr.classif.ranger(16)_min.node.size119
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.88882899035234
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6675
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2593.2952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2192
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
0.8628
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5285
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6918
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1384.0624
UserCPU time millis
38.956
UserCPU time millis testing
1.066
UserCPU time millis training
37.89