Run
8406176

Run 8406176

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 01-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees962
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size4
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.371529089682736
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
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-675.2171
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0975
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
0.9296
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2127
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8747
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.4596
UserCPU time millis
42.551
UserCPU time millis testing
3.926
UserCPU time millis training
38.625