Run
8621238

Run 8621238

Task 145834 (Supervised Classification) banknote-authentication Uploaded 07-12-2017 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.trees1535
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size449
mlr.classif.ranger(15)_sample.fraction0.528503019688651
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
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8938
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7843
Cross-validation details (10-fold Crossvalidation)
KB relative information score
554.3784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3238
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
0.9006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.895
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.895
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6556
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3495
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7033
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.8096
UserCPU time millis
2.72
UserCPU time millis testing
0.39
UserCPU time millis training
2.33