OpenML
8352642

Run 8352642

Task 31 (Supervised Classification) credit-g Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1957
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_sample.fraction0.660638234717771
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.7976
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7538
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3927
Cross-validation details (10-fold Crossvalidation)
KB relative information score
204.2195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3335
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7938
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8734
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1220.665
UserCPU time millis
85.921
UserCPU time millis testing
7.284
UserCPU time millis training
78.637