Run
7824170

Run 7824170

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot20 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1308
mlr.classif.ranger(13)_mtry46
mlr.classif.ranger(13)_sample.fraction0.535481507913209
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
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9243
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2211
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-797.6977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0949
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
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9436
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9436
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7998
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8577
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.743
UserCPU time millis
339.611
UserCPU time millis testing
5.213
UserCPU time millis training
334.398