OpenML
8316124

Run 8316124

Task 3485 (Supervised Classification) scene Uploaded 29-10-2017 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.trees1403
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size173
mlr.classif.ranger(13)_sample.fraction0.987429736927152
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
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7789
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1496
Cross-validation details (10-fold Crossvalidation)
KB relative information score
470.8364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2289
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8607
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7782
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8204
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1318.3712
UserCPU time millis
95.796
UserCPU time millis testing
4.496
UserCPU time millis training
91.3