Run
8684071

Run 8684071

Task 145972 (Supervised Classification) credit-g Uploaded 25-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1725
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size180
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.938612356036902
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.7653
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7307
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
163.4721
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3483
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
0.7328
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.749
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.749
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9036
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1864.8991
UserCPU time millis
6.02
UserCPU time millis testing
0.403
UserCPU time millis training
5.617