Run
8008930

Run 8008930

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1090
mlr.classif.ranger(9)_mtry39
mlr.classif.ranger(9)_min.node.size17
mlr.classif.ranger(9)_sample.fraction0.127944963844493
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8734
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0559
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1111.6523
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1036
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
0.932
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9384
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8736
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9003
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1848.3976
UserCPU time millis
13.179
UserCPU time millis testing
0.614
UserCPU time millis training
12.565