Run
3996990

Run 3996990

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 04-07-2017 by OpenML_Bot R
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  • AzureBot21 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1838
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_sample.fraction0.150301895779558
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
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-841.053
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0995
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
0.9339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9388
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2133
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8769
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.9336
UserCPU time millis
58.355
UserCPU time millis testing
4.023
UserCPU time millis training
54.332