Run
8743792

Run 8743792

Task 3485 (Supervised Classification) scene Uploaded 30-12-2017 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.trees1941
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size220
mlr.classif.ranger(9)_sample.fraction0.73810233627446
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
0.9192
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.784
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1696
Cross-validation details (10-fold Crossvalidation)
KB relative information score
460.5581
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2289
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8405
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8405
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7781
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8217
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1721.4034
UserCPU time millis
42.253
UserCPU time millis testing
1.663
UserCPU time millis training
40.59