Run
6351039

Run 6351039

Task 31 (Supervised Classification) credit-g Uploaded 29-08-2017 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.trees1096
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_sample.fraction0.440881189331412
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.7979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7449
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3675
Cross-validation details (10-fold Crossvalidation)
KB relative information score
186.9578
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3415
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
0.7559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.767
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.767
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8128
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8783
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1346.4289
UserCPU time millis
27.128
UserCPU time millis testing
2.317
UserCPU time millis training
24.811