OpenML
8653238

Run 8653238

Task 3896 (Supervised Classification) ada_agnostic 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.trees1155
mlr.classif.ranger(15)_mtry33
mlr.classif.ranger(15)_min.node.size70
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.491746760136448
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.8977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5672
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1861.5213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2138
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8457
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.852
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.852
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5728
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.324
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7502
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1342.3603
UserCPU time millis
50.12
UserCPU time millis testing
1.85
UserCPU time millis training
48.27