Run
8359051

Run 8359051

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.trees1543
mlr.classif.ranger(13)_mtry33
mlr.classif.ranger(13)_min.node.size37
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.93432379362639
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
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.59
Cross-validation details (10-fold Crossvalidation)
KB relative information score
665.0571
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3942
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
0.7977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.795
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8247
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1273.31
UserCPU time millis
821.351
UserCPU time millis testing
10.662
UserCPU time millis training
810.689