lambda-ml.naive-bayes
Naive Bayes probabilistic model learning.
Example usage:
(def data [[6.0 180 12 :male] [5.92 190 11 :male] [5.58 170 12 :male]
[5.92 165 10 :male] [5.0 100 6 :female] [5.5 150 8 :female]
[5.42 130 7 :female] [5.75 150 9 :female]])
(def fit
(-> (make-naive-bayes)
(naive-bayes-fit data)))
(naive-bayes-predict fit [[6.0 130 8]])
;;=> (:female)
naive-bayes-fit
(naive-bayes-fit model data)(naive-bayes-fit model x y)Returns a naive Bayes model fit to the given training data.
naive-bayes-predict
(naive-bayes-predict model x)Predicts the values of example data using a naive Bayes model.