Run
8440438

Run 8440438

Task 9889 (Supervised Classification) wilt Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1741
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.959377700136974
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
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3030.7854
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0282
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
0.9819
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9826
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2762
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5011
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.8053
UserCPU time millis
228.857
UserCPU time millis testing
11.127
UserCPU time millis training
217.73