OpenML
8361128

Run 8361128

Task 31 (Supervised Classification) credit-g Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees947
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size109
mlr.classif.ranger(13)_sample.fraction0.79423194762785
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
0.7819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.329
Cross-validation details (10-fold Crossvalidation)
KB relative information score
173.2565
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3446
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
0.7364
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.752
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.752
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8203
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8918
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1321.9853
UserCPU time millis
25.703
UserCPU time millis testing
1.128
UserCPU time millis training
24.575