Run
8655961

Run 8655961

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.trees1428
mlr.classif.ranger(15)_mtry42
mlr.classif.ranger(15)_min.node.size16
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.973953894921578
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
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2939
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-807.7973
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0919
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
0.9264
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9408
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7749
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8792
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1408.4012
UserCPU time millis
129.39
UserCPU time millis testing
1.23
UserCPU time millis training
128.16