OpenML
6289675

Run 6289675

Task 3485 (Supervised Classification) scene Uploaded 28-08-2017 by OpenML_Bot R
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  • AzureBot3 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1569
mlr.classif.ranger(13)_mtry65
mlr.classif.ranger(13)_sample.fraction0.629604229633696
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
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9304
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7476
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1195.0711
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1599
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
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.936
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.936
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5435
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6245
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1307.0934
UserCPU time millis
1855.982
UserCPU time millis testing
7.524
UserCPU time millis training
1848.458