Run
4371181

Run 4371181

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 05-07-2017 by OpenML_Bot R
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  • AzureBot4 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1083
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.986562876100652
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
0.9986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9221
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8971.912
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0335
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9912
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9913
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9913
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0954
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.9761
UserCPU time millis
899.612
UserCPU time millis testing
25.848
UserCPU time millis training
873.764