Run
8652987

Run 8652987

Task 145834 (Supervised Classification) banknote-authentication Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1361
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size60
mlr.classif.ranger(15)_sample.fraction0.766976773762144
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.969
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1226.4754
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0623
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
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1262
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.127
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2555
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1402.8801
UserCPU time millis
7.07
UserCPU time millis testing
0.4
UserCPU time millis training
6.67