Run
8748372

Run 8748372

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.trees177
mlr.classif.ranger(9)_mtry262
mlr.classif.ranger(9)_min.node.size30
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.862166172079742
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.972
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1815.1557
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0799
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
0.9675
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9663
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9663
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2715
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1734
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4522
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1724.4096
UserCPU time millis
245.922
UserCPU time millis testing
0.531
UserCPU time millis training
245.391