Run
8457282

Run 8457282

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.trees1020
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.570189603744075
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
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9255
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2374
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-581.7265
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0918
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
0.9365
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.944
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.944
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7743
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2058
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.846
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.1485
UserCPU time millis
76.123
UserCPU time millis testing
4.066
UserCPU time millis training
72.057