Run
8548270

Run 8548270

Task 145834 (Supervised Classification) banknote-authentication Uploaded 21-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees171
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size946
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.88923453008756
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.735
Cross-validation details (10-fold Crossvalidation)
KB relative information score
619.6456
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2983
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
0.8693
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.604
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.338
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6801
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.9002
UserCPU time millis
0.35
UserCPU time millis testing
0.06
UserCPU time millis training
0.29