OpenML
8358765

Run 8358765

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.trees1174
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_sample.fraction0.54611621289514
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
0.7942
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3958
Cross-validation details (10-fold Crossvalidation)
KB relative information score
207.8394
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3301
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
0.7559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.768
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.768
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7857
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4016
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8763
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1291.1361
UserCPU time millis
52.494
UserCPU time millis testing
3.074
UserCPU time millis training
49.42