Run
8218987

Run 8218987

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 24-10-2017 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.trees1265
mlr.classif.ranger(9)_mtry71
mlr.classif.ranger(9)_min.node.size6
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.176289289188571
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
0.8838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9146
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1002.504
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1004
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
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9392
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8465
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2153
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8851
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.9988
UserCPU time millis
35.752
UserCPU time millis testing
0.728
UserCPU time millis training
35.024