Run
4590

Run 4590

Task 236 (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
0.9987 ± 0.0009
Per class
F measure
0.9828 ± 0.005
Per class
Kappa
0.9653 ± 0.0101
KB relative information score
0.9223 ± 0.0115
Mean absolute error
0.0436 ± 0.0059
Mean prior absolute error
0.4938 ± 0
Weighted recall
0.9828 ± 0.005
Number of instances
2500
Per class
OS information
['Homebrew', '23', 'aarch64', 'Mac OS X', '12.5.1']
Precision
0.9833 ± 0.0048
Per class
Predictive accuracy
0.9828 ± 0.005
Prior entropy
0.9909 ± 0
Relative absolute error
0.0882 ± 0.0119
Root mean prior squared error
0.4969 ± 0
Root mean squared error
0.1258 ± 0.0146
Root relative squared error
0.2533 ± 0.0293
Unweighted recall
0.9843 ± 0.0048