Run
4710569

Run 4710569

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 07-07-2017 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.trees1118
mlr.classif.ranger(13)_mtry47
mlr.classif.ranger(13)_sample.fraction0.673920891666785
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
0.9007
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9245
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2267
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-787.3676
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0941
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
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9432
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7931
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2085
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8574
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.5585
UserCPU time millis
373.693
UserCPU time millis testing
4.609
UserCPU time millis training
369.084