Run
8212590

Run 8212590

Task 145834 (Supervised Classification) banknote-authentication Uploaded 23-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1528
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size562
mlr.classif.ranger(9)_sample.fraction0.969730436010286
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
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
921.2271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1777
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
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9067
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9067
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3599
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2743
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5519
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1869.1029
UserCPU time millis
4.872
UserCPU time millis testing
0.494
UserCPU time millis training
4.378