Run
8392171

Run 8392171

Task 145854 (Supervised Classification) nomao Uploaded 01-11-2017 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.trees1720
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size37
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.462036478635855
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
0.9925
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.898
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26804.2391
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1011
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9588
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.959
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.959
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2478
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1862
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4121
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.4225
UserCPU time millis
2253.388
UserCPU time millis testing
118.82
UserCPU time millis training
2134.568