Run
8857663

Run 8857663

Task 145834 (Supervised Classification) banknote-authentication Uploaded 30-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1676
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size117
mlr.classif.ranger(9)_sample.fraction0.669566676951945
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
0.9915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9519
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9025
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1090.9105
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1143
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
0.9519
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9519
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9519
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1997
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4019
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1746.737
UserCPU time millis
7.088
UserCPU time millis testing
0.458
UserCPU time millis training
6.63