OpenML
6277139

Run 6277139

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.trees1872
mlr.classif.ranger(13)_mtry292
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.181625803024508
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
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7172
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1170.1455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1643
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
0.9343
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9294
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9294
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5584
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6372
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.2324
UserCPU time millis
3258.011
UserCPU time millis testing
5.145
UserCPU time millis training
3252.866