Run
8600618

Run 8600618

Task 145972 (Supervised Classification) credit-g Uploaded 30-11-2017 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.trees1740
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size294
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.610245821508579
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
0.7685
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0395
Cross-validation details (10-fold Crossvalidation)
KB relative information score
92.5741
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3796
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
0.7642
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9267
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1990.6389
UserCPU time millis
2.68
UserCPU time millis testing
0.359
UserCPU time millis training
2.321