OpenML
8315331

Run 8315331

Task 3485 (Supervised Classification) scene Uploaded 29-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees471
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.927279924042523
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9415
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8684
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
722.675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2006
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8958
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6821
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2859
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7456
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1317.3022
UserCPU time millis
98.664
UserCPU time millis testing
4.056
UserCPU time millis training
94.608