OpenML
8505711

Run 8505711

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.trees1941
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size45
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.97148260853719
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
0.7894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3696
Cross-validation details (10-fold Crossvalidation)
KB relative information score
190.6828
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3389
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
0.754
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8065
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8827
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1322.0713
UserCPU time millis
10.55
UserCPU time millis testing
1.12
UserCPU time millis training
9.43