MathAI_Term_Project

This repo is used for the Math for AI term project
Students: Andy, Lalit, Aparna, Ali, Damir, Jordan, Iva, Varsha Jaikrishnan

Submission Name: MathAI_Term_Project

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Objectives:

1. Obtain a large classification database
2. Perform EDA of the dataset
3. Pre-process and clean the dataset
4. Use following approaches for classification of the dataset:
   A. Logistic Regression
   B. Decision Tree
   C. Random Forest
   D. SGD
   E. SVM
   
5. Use GridSearchCV to tune the parameters of each of the above models
6. Re-evaluate the models by removing some features

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Submissions:

• Python script in a jupyter notebook file (.ipynb)
• Report File (.pdf)