Run
7834695

Run 7834695

Task 31 (Supervised Classification) credit-g Uploaded 10-09-2017 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.trees406
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.322647682158276
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
0.7963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7478
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
201.4407
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3347
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
0.7522
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.765
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.765
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.401
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.875
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1301.2675
UserCPU time millis
10.674
UserCPU time millis testing
0.973
UserCPU time millis training
9.701