OpenML
8360431

Run 8360431

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.trees1597
mlr.classif.ranger(13)_mtry15
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.661960660782643
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.7851
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
219.2058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3231
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
0.7501
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7691
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8856
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.6088
UserCPU time millis
112.639
UserCPU time millis testing
5.992
UserCPU time millis training
106.647