OpenML
8360421

Run 8360421

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.trees1620
mlr.classif.ranger(13)_mtry18
mlr.classif.ranger(13)_min.node.size13
mlr.classif.ranger(13)_sample.fraction0.304550930461846
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
0.7945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7496
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
195.3334
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3358
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
0.7534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7992
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8782
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.0566
UserCPU time millis
45.506
UserCPU time millis testing
2.547
UserCPU time millis training
42.959