Run
8550370

Run 8550370

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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees585
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size63
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.800385005516
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
0.9989
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9764
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1209.0479
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0704
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
0.9883
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1321
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2658
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1911.6141
UserCPU time millis
2.576
UserCPU time millis testing
0.161
UserCPU time millis training
2.415