Run
514446

Run 514446

Task 10093 (Supervised Classification) banknote-authentication Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(3)Learner classif.ranger from package(s) ranger.
classif.ranger(3)_num.threads1
classif.ranger(3)_verboseFALSE
classif.ranger(3)_seed1
classif.ranger(3)_kindMersenne-Twister
classif.ranger(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1347.5349
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0087
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
0.0177
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1882
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.423
UserCPU time millis testing
0.284
UserCPU time millis training
4.139