Run
2434441

Run 2434441

Task 10093 (Supervised Classification) banknote-authentication Uploaded 23-06-2017 by Janek Thomas
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Flow

mlr.classif.qda(2)Learner mlr.classif.qda from package(s) MASS.
mlr.classif.qda(2)_openml.seed1
mlr.classif.qda(2)_openml.kindMersenne-Twister
mlr.classif.qda(2)_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.

20 Evaluation measures

Area under ROC curve
0.9869 ± 0.0112
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9854 ± 0.0124
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9706 ± 0.0249
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1331.2488 ± 3.4789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0146 ± 0.0124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9859 ± 0.0113
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9854 ± 0.0124
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9854 ± 0.0124
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0295 ± 0.0251
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1207 ± 0.0552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.243 ± 0.1111
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.13
UserCPU time millis training
0.13