Run
1848819

Run 1848819

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 03-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.naiveBayes.preproc(9)Learner mlr.classif.naiveBayes.preproc from package(s) e1071.
mlr.classif.naiveBayes.preproc(9)_openml.seed1
mlr.classif.naiveBayes.preproc(9)_openml.kindMersenne-Twister
mlr.classif.naiveBayes.preproc(9)_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.

17 Evaluation measures

Area under ROC curve
0.9368
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3116
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0705
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-678.4959
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5865
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7583
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4132
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.4132
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2945
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.607
Cross-validation details (10-fold Crossvalidation)