Run
8440918

Run 8440918

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.trees446
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size18
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.504407931654714
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
0.9902
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
2775.8984
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0308
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
0.3013
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1126
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4986
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.4205
UserCPU time millis
51.221
UserCPU time millis testing
2.54
UserCPU time millis training
48.681