Run
8361145

Run 8361145

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.trees1664
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size11
mlr.classif.ranger(13)_sample.fraction0.998130515194498
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
0.7954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3895
Cross-validation details (10-fold Crossvalidation)
KB relative information score
207.031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.332
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
0.7558
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
0.7901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4009
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8749
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.2597
UserCPU time millis
77.132
UserCPU time millis testing
4.782
UserCPU time millis training
72.35