Run
8087443

Run 8087443

Task 145857 (Supervised Classification) phoneme Uploaded 18-10-2017 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.trees80
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size642
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.668290895968676
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
0.8767
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4972
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1713.1806
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2807
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
0.7916
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7939
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7939
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3629
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7969
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1848.3343
UserCPU time millis
1.609
UserCPU time millis testing
0.069
UserCPU time millis training
1.54