Run
8655929

Run 8655929

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1174
mlr.classif.ranger(15)_mtry33
mlr.classif.ranger(15)_min.node.size86
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.644442722247913
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8941
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-880.441
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0968
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
0.9296
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8164
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8826
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1331.2487
UserCPU time millis
43.7
UserCPU time millis testing
0.72
UserCPU time millis training
42.98