Run
8119033

Run 8119033

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.trees803
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size325
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.833444270980544
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
0.9641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9123
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8222
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1008.8373
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1408
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
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9125
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9125
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.285
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5294
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1861.3749
UserCPU time millis
4.025
UserCPU time millis testing
0.247
UserCPU time millis training
3.778