Run
8785942

Run 8785942

Task 145854 (Supervised Classification) nomao Uploaded 11-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees37
mlr.classif.ranger(9)_mtry103
mlr.classif.ranger(9)_min.node.size12668
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.684343269420788
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8605
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.662
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16980.4996
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2105
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
0.8627
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8592
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5159
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.316
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6996
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1716.4871
UserCPU time millis
28.792
UserCPU time millis testing
0.489
UserCPU time millis training
28.303