From a99b790bd44915652cab500a1ff730af2e6fb02a Mon Sep 17 00:00:00 2001 From: Divyanshi <126316406+DivyanshiSingh00@users.noreply.github.com> Date: Wed, 19 Jun 2024 15:41:11 +0530 Subject: [PATCH] Update Naive_Bayes_Classifiers.md --- contrib/machine-learning/Naive_Bayes_Classifiers.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/contrib/machine-learning/Naive_Bayes_Classifiers.md b/contrib/machine-learning/Naive_Bayes_Classifiers.md index 1be9f3d..51cb76f 100644 --- a/contrib/machine-learning/Naive_Bayes_Classifiers.md +++ b/contrib/machine-learning/Naive_Bayes_Classifiers.md @@ -75,6 +75,13 @@ P(Spam|Keywords) > P(Not Spam|Keywords), we classify the new email as "Spam". #### 1. Gaussian Naive Bayes In Gaussian Naive Bayes, continuous values associated with each feature are assumed to be distributed according to a Gaussian distribution. A Gaussian distribution is also called Normal distribution When plotted, it gives a bell shaped curve which is symmetric about the mean of the feature values as shown below: + + + + + + +https://drive.google.com/file/d/1_Ia9AFKeWjHCZFsFT_W3O1c9-bL-bcrN/view?usp=sharing ![img_2.png](img_2.png) * Assumption: Each feature follows a Gaussian distribution.