OpenML
8358491

Run 8358491

Task 145853 (Supervised Classification) madelon Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1141
mlr.classif.ranger(13)_mtry26
mlr.classif.ranger(13)_min.node.size20
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.952528328425251
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
0.8784
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5531
Cross-validation details (10-fold Crossvalidation)
KB relative information score
591.2714
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4071
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
0.7814
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7765
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7765
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8143
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4221
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8443
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1244.6311
UserCPU time millis
652.121
UserCPU time millis testing
10.684
UserCPU time millis training
641.437