Run
2082705

Run 2082705

Task 9952 (Supervised Classification) phoneme Uploaded 21-04-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(10)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(10)_num.trees1246
mlr.classif.ranger(10)_mtry2
mlr.classif.ranger(10)_sample.fraction0.403414885140955
mlr.classif.ranger(10)_respect.unordered.factorsTRUE
mlr.classif.ranger(10)_num.threads1
mlr.classif.ranger(10)_verboseFALSE
mlr.classif.ranger(10)_openml.seed1
mlr.classif.ranger(10)_openml.kindMersenne-Twister
mlr.classif.ranger(10)_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
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8885
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7299
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2945.2986
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.195
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
0.8881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4701
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2907
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6384
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
796.4061
UserCPU time millis
65.7
UserCPU time millis testing
4.08
UserCPU time millis training
61.62