Run
8135308

Run 8135308

Task 145834 (Supervised Classification) banknote-authentication Uploaded 18-10-2017 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.trees155
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size215
mlr.classif.ranger(9)_sample.fraction0.262189453374594
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
0.9624
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8797
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
690.7817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2724
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
0.8797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5516
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3153
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6345
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1858.6076
UserCPU time millis
0.39
UserCPU time millis testing
0.038
UserCPU time millis training
0.352