Update Naive_Bayes_Classifiers.md

pull/1210/head
Divyanshi 2024-06-19 15:06:28 +05:30 zatwierdzone przez GitHub
rodzic 39883b08c5
commit 1637c65fe1
Nie znaleziono w bazie danych klucza dla tego podpisu
ID klucza GPG: B5690EEEBB952194
1 zmienionych plików z 1 dodań i 5 usunięć

Wyświetl plik

@ -76,13 +76,9 @@ In Gaussian Naive Bayes, continuous values associated with each feature are assu
* Formula: The likelihood of the features given the class is computed using the Gaussian (normal) distribution formula: * Formula: The likelihood of the features given the class is computed using the Gaussian (normal) distribution formula:
$$ $$
P(x_k | C) = \frac{1}{\sqrt{2\pi\sigma_C^2}} \exp\left(-\frac{(x - \mu_C)^2}{2\sigma_C^2}\right) P(x_k | C) = \frac{1}{\sqrt{2\pi\sigma_C^2}} \exp\left(-\frac{(x_k - \mu_C)^2}{2\sigma_C^2}\right)
$$ $$
![img_3.png](img_3.png)
where 𝜇𝐶 and 𝜎𝐶 are the mean and standard deviation of the feature 𝑥𝑖 for class C. where 𝜇𝐶 and 𝜎𝐶 are the mean and standard deviation of the feature 𝑥𝑖 for class C.