Run
8833287

Run 8833287

Task 145854 (Supervised Classification) nomao Uploaded 25-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees615
mlr.classif.ranger(9)_mtry83
mlr.classif.ranger(9)_min.node.size4047
mlr.classif.ranger(9)_sample.fraction0.625379934418015
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9748
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7872
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24297.5458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1245
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
0.921
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9186
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.305
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2372
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5251
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1839.4764
UserCPU time millis
762.352
UserCPU time millis testing
3.581
UserCPU time millis training
758.771