probabilistic classifier vs naive Bayes classifier
naive Bayes classifier vs probabilistic classifierprobabilistic classifier and naive Bayes classifier both are nouns.
| Word | Noun | Adjective | Verb | Adverb |
|---|---|---|---|---|
| probabilistic classifier | Yes | No | No | No |
| naive Bayes classifier | Yes | No | No | No |
As nouns,
naive Bayes classifier is a hyponym of
probabilistic classifier; that is, naive Bayes classifier is a
word with a more specific, narrower meaning than
probabilistic classifier:
- probabilistic classifier: a classifier that is able to predict, given a sample input, a probability distribution over a set of classes, rather than only outputting the most likely class that the sample should belong to.
- naive Bayes classifier: any simple probabilistic classifier based on applying Bayes' theorem with strong (naive) independence assumptions between the features.
| probabilistic classifier (noun) | naive Bayes classifier (noun) |
|---|---|
| a classifier that is able to predict, given a sample input, a probability distribution over a set of classes, rather than only outputting the most likely class that the sample should belong to. | any simple probabilistic classifier based on applying Bayes' theorem with strong (naive) independence assumptions between the features. |
Words related to "probabilistic classifier"
Words related to "naive Bayes classifier"
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