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@ -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:
$$
P(x_k | C) = \frac{1}{\sqrt{2\pi\sigma_C^2}} \exp\left(-\frac{(x - \mu_C)^2}{2\sigma_C^2}\right)
P(x_k | C) = \frac{1}{\sqrt{2\pi\sigma_C^2}} \exp\left(-\frac{(x_k - \mu_C)^2}{2\sigma_C^2}\right)
$$
![img_3.png](img_3.png)
where 𝜇𝐶 and 𝜎𝐶 are the mean and standard deviation of the feature 𝑥𝑖 for class C.