Run
4592

Run 4592

Task 1108 (Supervised Classification) irish Uploaded 18-10-2024 by Jan van Rijn
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Flow

weka.classifiers.bayes.NaiveBayes(1)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.
weka.classifiers.bayes.NaiveBayes(1)_K["false"]
weka.classifiers.bayes.NaiveBayes(1)_D["false"]
weka.classifiers.bayes.NaiveBayes(1)_O["false"]
weka.classifiers.bayes.NaiveBayes(1)_output-debug-info["false"]
weka.classifiers.bayes.NaiveBayes(1)_-do-not-check-capabilities["false"]

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.

19 Evaluation measures

Area under ROC curve
0.9996
Per class
F measure
0.99
Per class
Kappa
0.9798
KB relative information score
0.9522
Mean absolute error
0.0272
Mean prior absolute error
0.4938
Weighted recall
0.99
Number of instances
500
Per class
OS information
['Homebrew', '23', 'aarch64', 'Mac OS X', '12.5.1']
Precision
0.9902
Per class
Predictive accuracy
0.99
Prior entropy
0.9909
Relative absolute error
0.0552
Root mean prior squared error
0.4969
Root mean squared error
0.0999
Root relative squared error
0.2011
Unweighted recall
0.991