Run
8361178

Run 8361178

Task 31 (Supervised Classification) credit-g Uploaded 31-10-2017 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.trees922
mlr.classif.ranger(13)_mtry18
mlr.classif.ranger(13)_min.node.size322
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.731472553662024
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
0.7325
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6752
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.193
Cross-validation details (10-fold Crossvalidation)
KB relative information score
109.9734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3649
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
0.6832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9277
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1301.0039
UserCPU time millis
9.74
UserCPU time millis testing
0.743
UserCPU time millis training
8.997