From 970b9c6ab29208f6f9c798c4bd6f35ac0374aaf5 Mon Sep 17 00:00:00 2001
From: shrey-a-bansal <99551708+shrey-a-bansal@users.noreply.github.com>
Date: Sun, 10 Jul 2022 23:33:39 +0530
Subject: [PATCH] Update and rename SOLUTION.md to Dhyani, Shreya, Jeevika-
 Fake News Detection(Major project)

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+# SOLUTION
+# MAJOR PROJECT Submission
+
+Topic: Detection Of Fake News
+
+Team Members
+Dhyani Patel (07201182021)
+Shreya Bansal (05601182021)
+Jeevika Arora (07701182021)
+
+Google Collab Link: https://colab.research.google.com/drive/1nWyU2PQ9JuHNS3va-1fWInxnalrZDhB_#scrollTo=OH9vii-H9NFa
+
+# Results
+Machine Learning Models Used: Logistic Regression
+                              K-Mean Clustering
+                              Random Forest Classification
+                              
+Logistic Regression 
+Accuracy: 96.444%
+F1-Score: 0.965
+ 
+K-Mean Clustering
+Accuracy: 95.740%
+F1-Score: 0.761
+ 
+Random Forest Classification
+Accuracy: 77.333%
+F1-Score: 0.761
+ 
+ 
+# CONCLUSION
+Logistic Regression is the best model algorithm for our problem statement: Detection of Fake News as it offers the maximum accuracy and F1-Score.
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-# SOLUTION