Run
8229146

Run 8229146

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 24-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1349
mlr.classif.ranger(9)_mtry35
mlr.classif.ranger(9)_min.node.size35
mlr.classif.ranger(9)_sample.fraction0.613492417382076
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8973
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-825.7812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0959
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
0.9342
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9424
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8088
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8667
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1890.6612
UserCPU time millis
45.03
UserCPU time millis testing
0.906
UserCPU time millis training
44.124