Run
8778208

Run 8778208

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 05-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees978
mlr.classif.ranger(16)_mtry37
mlr.classif.ranger(16)_min.node.size168
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.533231333619915
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9061
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1082.2975
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1013
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
0.8777
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9365
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9365
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8538
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9035
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1380.8394
UserCPU time millis
34.251
UserCPU time millis testing
0.549
UserCPU time millis training
33.702