Run
8447388

Run 8447388

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 03-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1412
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size51
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.484990898612887
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
0.9053
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0336
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-805.8742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0981
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
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9376
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9376
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2139
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8793
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.1766
UserCPU time millis
59.012
UserCPU time millis testing
4.219
UserCPU time millis training
54.793