Run
8655917

Run 8655917

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 15-12-2017 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.trees1793
mlr.classif.ranger(15)_mtry39
mlr.classif.ranger(15)_min.node.size60
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.551882499596104
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.8963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0992
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-854.7653
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0963
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
0.9376
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.94
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8119
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2133
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8771
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1401.9193
UserCPU time millis
73.27
UserCPU time millis testing
1.16
UserCPU time millis training
72.11