Run
8447824

Run 8447824

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees945
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size12
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.228418986778706
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
0.9039
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9157
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1175
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-737.0249
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0967
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
0.9311
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.94
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8666
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1253.2875
UserCPU time millis
40.02
UserCPU time millis testing
2.46
UserCPU time millis training
37.56