Modeling - tarunc27/TCS-Stock-Price-Analysis-and-Prediction GitHub Wiki

Linear Regression Input: Open, High, Low, Volume, Prev_Close, Day_of_Week, Month

Evaluation: MSE, MAE, R-squared

Use: Benchmark for comparison

LSTM Input: Sequential Close prices

Built with TensorFlow/Keras

Evaluation: MAE

Performance: Better short-term prediction due to temporal learning

Random Forest Regressor Input: Same as Linear Regression

Strength: Captures non-linear dependencies

Used as an enhancement model