Run
8615269

Run 8615269

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 04-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1844
mlr.classif.ranger(16)_mtry52
mlr.classif.ranger(16)_min.node.size35
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.990002282778732
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8778
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9233
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-875.3074
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0939
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
0.92
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
0.792
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2193
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9018
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1198.5654
UserCPU time millis
240.854
UserCPU time millis testing
1.538
UserCPU time millis training
239.316