OpenML
8276173

Run 8276173

Task 3891 (Supervised Classification) gina_agnostic Uploaded 27-10-2017 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.trees1667
mlr.classif.ranger(13)_mtry10
mlr.classif.ranger(13)_min.node.size4
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.702191892266274
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
0.983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8662
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2044.617
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2321
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9331
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4643
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5566
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.3892
UserCPU time millis
548.972
UserCPU time millis testing
21.09
UserCPU time millis training
527.882