OpenML
8258073

Run 8258073

Task 3485 (Supervised Classification) scene Uploaded 26-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1568
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size22
mlr.classif.ranger(9)_sample.fraction0.348137066047639
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
0.9345
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4747
Cross-validation details (10-fold Crossvalidation)
KB relative information score
697.2591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2056
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
0.8947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6989
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2906
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7579
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1700.6019
UserCPU time millis
69.182
UserCPU time millis testing
2.466
UserCPU time millis training
66.716