Run
8857572

Run 8857572

Task 125923 (Supervised Classification) Australian Uploaded 30-01-2018 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.trees1449
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.219723373069428
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
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8742
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7461
Cross-validation details (10-fold Crossvalidation)
KB relative information score
437.9104
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1933
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6061
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1746.6302
UserCPU time millis
4.409
UserCPU time millis testing
0.381
UserCPU time millis training
4.028