Run
8232907

Run 8232907

Task 145834 (Supervised Classification) banknote-authentication Uploaded 24-10-2017 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.trees1197
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size73
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.759615322458558
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
0.9983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.966
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1204.4101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0706
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
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1429
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2858
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1781.0756
UserCPU time millis
6.458
UserCPU time millis testing
0.442
UserCPU time millis training
6.016