Run
4542

Run 4542

Task 115 (Supervised Classification) diabetes 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
0.8136 ± 0.0516
Per class
F measure
0.7556 ± 0.0453
Per class
Kappa
0.4562 ± 0.1036
KB relative information score
0.3631 ± 0.0759
Mean absolute error
0.2878 ± 0.0306
Mean prior absolute error
0.4545 ± 0.0011
Weighted recall
0.7591 ± 0.0435
Number of instances
768
Per class
OS information
['Homebrew', '23', 'aarch64', 'Mac OS X', '12.5.1']
Precision
0.7544 ± 0.0468
Per class
Predictive accuracy
0.7591 ± 0.0435
Prior entropy
0.9331 ± 0.0032
Relative absolute error
0.6331 ± 0.0676
Root mean prior squared error
0.4766 ± 0.0011
Root mean squared error
0.421 ± 0.0395
Root relative squared error
0.8833 ± 0.0834
Unweighted recall
0.7224 ± 0.0534