Run
4585

Run 4585

Task 235 (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 ± 0.0031
Per class
F measure
0.99 ± 0.0105
Per class
Kappa
0.9798 ± 0.0212
KB relative information score
0.947 ± 0.0286
Mean absolute error
0.0302 ± 0.0148
Mean prior absolute error
0.4938 ± 0.0009
Weighted recall
0.99 ± 0.0105
Number of instances
500
Per class
OS information
['Homebrew', '23', 'aarch64', 'Mac OS X', '12.5.1']
Precision
0.9902 ± 0.0101
Per class
Predictive accuracy
0.99 ± 0.0105
Prior entropy
0.9909 ± 0.0027
Relative absolute error
0.0611 ± 0.0298
Root mean prior squared error
0.4969 ± 0.0009
Root mean squared error
0.1045 ± 0.0467
Root relative squared error
0.2103 ± 0.0937
Unweighted recall
0.991 ± 0.0096