Run
4549

Run 4549

Task 237 (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
0.9994 ± 0.0017
Per class
F measure
0.9888 ± 0.0134
Per class
Kappa
0.9774 ± 0.027
KB relative information score
0.9468 ± 0.0246
Mean absolute error
0.0302 ± 0.0122
Mean prior absolute error
0.4938 ± 0.0009
Weighted recall
0.9888 ± 0.0134
Number of instances
5000
Per class
OS information
['Homebrew', '23', 'aarch64', 'Mac OS X', '12.5.1']
Precision
0.9891 ± 0.0124
Per class
Predictive accuracy
0.9888 ± 0.0134
Prior entropy
0.9909 ± 0.0026
Relative absolute error
0.0613 ± 0.0246
Root mean prior squared error
0.4969 ± 0.0009
Root mean squared error
0.1049 ± 0.0452
Root relative squared error
0.2111 ± 0.091
Unweighted recall
0.9899 ± 0.0121