Run
8358778

Run 8358778

Task 145853 (Supervised Classification) madelon Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1151
mlr.classif.ranger(13)_mtry18
mlr.classif.ranger(13)_min.node.size29
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.788123328494839
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.8273
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7418
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
403.3849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4385
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7478
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7431
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7431
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.877
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4477
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8955
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.528
UserCPU time millis
380.264
UserCPU time millis testing
8.082
UserCPU time millis training
372.182