Run
8777560

Run 8777560

Task 145834 (Supervised Classification) banknote-authentication Uploaded 05-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees70
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size1
mlr.classif.ranger(16)_sample.fraction0.870403186092153
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1321.2527
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0206
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
0.9913
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9913
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9913
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0416
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0887
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1784
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1379.5421
UserCPU time millis
0.557
UserCPU time millis testing
0.039
UserCPU time millis training
0.518