Run
8533499

Run 8533499

Task 145857 (Supervised Classification) phoneme Uploaded 16-11-2017 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.trees533
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size669
mlr.classif.ranger(9)_sample.fraction0.644995003333315
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
0.8783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4906
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1557.7567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2981
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
0.792
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7992
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7992
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8052
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1832.1165
Total cost
UserCPU time millis
5.351
UserCPU time millis testing
0.434
UserCPU time millis training
4.917