Run
8090704

Run 8090704

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees837
mlr.classif.ranger(9)_mtry45
mlr.classif.ranger(9)_min.node.size48
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.262872466165572
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0336
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1015.1436
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1008
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
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9376
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9376
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8494
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8925
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.3367
UserCPU time millis
19.66
UserCPU time millis testing
0.501
UserCPU time millis training
19.159