Run
8590995

Run 8590995

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 29-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1988
mlr.classif.ranger(15)_mtry67
mlr.classif.ranger(15)_min.node.size67
mlr.classif.ranger(15)_sample.fraction0.234608564409427
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0223
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1201.3533
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1041
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
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9373
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9373
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9076
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1389.9282
UserCPU time millis
57.7
UserCPU time millis testing
1.06
UserCPU time millis training
56.64