Run
8416505

Run 8416505

Task 145834 (Supervised Classification) banknote-authentication Uploaded 02-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1364
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size374
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.318300231639296
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9407
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
660.8944
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2818
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
0.8637
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8622
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8622
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5707
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3326
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6694
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1189.5
UserCPU time millis
12.959
UserCPU time millis testing
1.495
UserCPU time millis training
11.464