Run
8439513

Run 8439513

Task 145854 (Supervised Classification) nomao Uploaded 03-11-2017 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.trees1517
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size122
mlr.classif.ranger(13)_sample.fraction0.662217576801777
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
0.9906
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9564
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8928
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27533.943
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0878
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9565
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9565
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2152
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1862
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4122
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1270.3298
UserCPU time millis
4000.733
UserCPU time millis testing
90.123
UserCPU time millis training
3910.61