Run
8708878

Run 8708878

Task 145854 (Supervised Classification) nomao Uploaded 28-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1451
mlr.classif.ranger(16)_mtry39
mlr.classif.ranger(16)_min.node.size695
mlr.classif.ranger(16)_sample.fraction0.976154530909844
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9444
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8633
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26626.4423
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0968
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
0.9444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9447
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9447
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2372
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.6474
UserCPU time millis
3456.333
UserCPU time millis testing
14.754
UserCPU time millis training
3441.579