Run
8531609

Run 8531609

Task 145854 (Supervised Classification) nomao Uploaded 16-11-2017 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.trees1327
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size196
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.218001234368421
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
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8546
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25721.3951
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1104
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
0.9415
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9419
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2705
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4654
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1837.2683
UserCPU time millis
346.819
UserCPU time millis testing
11.554
UserCPU time millis training
335.265