Dhyani Patel, Shreya Bansal, Jeevika Arora- Detection of Fake News

Major Project Submissions/Dhyani, Shreya, Jeevika- Fake News Detection(Major project)

@@ -0,0 +1,32 @@
+# 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.