Run
8170540

Run 8170540

Task 145972 (Supervised Classification) credit-g Uploaded 19-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1530
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size6
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.975291060353629
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.7792
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7538
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
226.9681
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3189
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
0.7513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7589
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4101
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8948
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1738.1758
UserCPU time millis
24.814
UserCPU time millis testing
2.328
UserCPU time millis training
22.486