Run
8768004

Run 8768004

Task 145834 (Supervised Classification) banknote-authentication Uploaded 01-01-2018 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.trees527
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size506
mlr.classif.ranger(16)_sample.fraction0.670744558982551
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
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8792
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7557
Cross-validation details (10-fold Crossvalidation)
KB relative information score
729.7742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2575
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8795
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.879
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.879
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6138
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1383.7933
UserCPU time millis
1.068
UserCPU time millis testing
0.138
UserCPU time millis training
0.93