Run
7991443

Run 7991443

Task 145857 (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.trees896
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size2737
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.914659694978036
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
0.8503
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.191
Cross-validation details (10-fold Crossvalidation)
KB relative information score
946.4122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3466
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
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8358
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8697
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1801.4848
UserCPU time millis
4.788
UserCPU time millis testing
0.789
UserCPU time millis training
3.999