Run
8548308

Run 8548308

Task 145834 (Supervised Classification) banknote-authentication Uploaded 21-11-2017 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.trees155
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size374
mlr.classif.ranger(15)_sample.fraction0.384651337121613
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
0.9406
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8604
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7182
Cross-validation details (10-fold Crossvalidation)
KB relative information score
659.6938
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2823
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
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8601
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8601
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5715
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3324
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6689
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.4313
UserCPU time millis
0.41
UserCPU time millis testing
0.09
UserCPU time millis training
0.32