Run
8457348

Run 8457348

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.trees544
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size36
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.889580183848739
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
0.9107
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9164
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1263
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-694.08
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0945
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
0.9291
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
0.7965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2101
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8637
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.4515
UserCPU time millis
36.381
UserCPU time millis testing
2.658
UserCPU time millis training
33.723