Run
8277466

Run 8277466

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.trees1093
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size119
mlr.classif.ranger(13)_sample.fraction0.100743629247881
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
0.9124
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6578
Cross-validation details (10-fold Crossvalidation)
KB relative information score
928.1489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3907
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
0.8291
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.829
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.829
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7816
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8103
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.5054
UserCPU time millis
53.017
UserCPU time millis testing
4.667
UserCPU time millis training
48.35