Run
8267211

Run 8267211

Task 145857 (Supervised Classification) phoneme Uploaded 27-10-2017 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.trees1496
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size1666
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.95176515551284
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8442
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7743
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4639
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1425.5287
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3008
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
0.7786
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7713
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7713
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8421
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1830.2552
UserCPU time millis
21.661
UserCPU time millis testing
1.395
UserCPU time millis training
20.266