Run
3703780

Run 3703780

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 03-07-2017 by OpenML_Bot R
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  • AzureBot21 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.trees1899
mlr.classif.ranger(13)_mtry43
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.970707883685827
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
0.8915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9303
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-777.9551
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0913
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9288
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7701
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2134
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8776
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.0189
UserCPU time millis
876.389
UserCPU time millis testing
9.24
UserCPU time millis training
867.149