From 1637c65fe116815d18545c5c3c03b63f7e4cefac Mon Sep 17 00:00:00 2001
From: Divyanshi <126316406+DivyanshiSingh00@users.noreply.github.com>
Date: Wed, 19 Jun 2024 15:06:28 +0530
Subject: [PATCH] Update Naive_Bayes_Classifiers.md

---
 contrib/machine-learning/Naive_Bayes_Classifiers.md | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/contrib/machine-learning/Naive_Bayes_Classifiers.md b/contrib/machine-learning/Naive_Bayes_Classifiers.md
index 0754161..c9d1e58 100644
--- a/contrib/machine-learning/Naive_Bayes_Classifiers.md
+++ b/contrib/machine-learning/Naive_Bayes_Classifiers.md
@@ -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.