Run
8275734

Run 8275734

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.trees1206
mlr.classif.ranger(13)_mtry29
mlr.classif.ranger(13)_min.node.size260
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.862329940847121
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
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7693
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1659.4727
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.287
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
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5742
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3288
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6578
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.3734
UserCPU time millis
314.115
UserCPU time millis testing
6.77
UserCPU time millis training
307.345