OpenML
8505775

Run 8505775

Task 31 (Supervised Classification) credit-g Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1065
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.465752030047588
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7248
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3161
Cross-validation details (10-fold Crossvalidation)
KB relative information score
175.1237
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3479
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
0.7452
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.828
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4043
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8823
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.8533
UserCPU time millis
5.88
UserCPU time millis testing
0.72
UserCPU time millis training
5.16