OpenML
8357557

Run 8357557

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.trees612
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size300
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.975503090862185
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
0.7584
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
136.2957
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3589
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
0.7007
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4179
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9119
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.5614
UserCPU time millis
9.459
UserCPU time millis testing
0.741
UserCPU time millis training
8.718