Run
4000294

Run 4000294

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 04-07-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1002
mlr.classif.ranger(13)_mtry49
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.389968096907251
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
0.8991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2445
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-778.1906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0945
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
0.9356
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.944
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.944
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7971
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2093
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8606
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1270.7788
UserCPU time millis
225.011
UserCPU time millis testing
3.424
UserCPU time millis training
221.587