Run
8026045

Run 8026045

Task 145834 (Supervised Classification) banknote-authentication Uploaded 17-10-2017 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.trees932
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size76
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.15388618092984
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
0.9825
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9164
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8301
Cross-validation details (10-fold Crossvalidation)
KB relative information score
765.4738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2468
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
0.9192
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9169
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9169
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2871
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5778
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1843.2144
UserCPU time millis
2.12
UserCPU time millis testing
0.29
UserCPU time millis training
1.83