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Analyzing the binary gender difference in lead roles using statistical machine learning

Python 100.00%
boosting data-analysis dnn knn statistical-machine-learning tree-based-methods machine-learning python

sml-lead-analysis's Introduction

Statistical Machine Learning model for lead-roles in movies

Analyzing the binary gender difference in lead roles using statistical machine learning.

A plethora of methods were implemented:

  • K-Nearest Neighbor
  • QDA & LDA
  • Random Forest Classifier
  • Logarithmic Regression
  • AdaBoost
  • GDBoost
  • XGBoost
  • Naive classifier

How to run

  • Clone the repository
  • Run install.py
  • Run main.py

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