Run
8362282

Run 8362282

Task 9889 (Supervised Classification) wilt 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.trees1043
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size171
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.439139081374742
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
0.9767
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
639.7787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0683
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9617
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.668
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1663
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7361
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.3809
UserCPU time millis
60.164
UserCPU time millis testing
4.535
UserCPU time millis training
55.629