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Time Series & Analytics
Reliance Stock Price Forecasting
Compared 6 algorithms (SVR, RFR, KNN, LSTM, GRU, LSTM+GRU) for 10-day stock prediction. GRU won.
Overview
10-day stock price forecasting comparing 6 ML/DL approaches on Yahoo Finance data.
The Problem
Trading desks wanted a simple benchmark of which forecasting method actually performed.
The Solution
Side-by-side training and evaluation of SVR, Random Forest, KNN, LSTM, GRU, LSTM+GRU using RMSE/MSE/R².
Impact
GRU outperformed all other approaches across the evaluation metrics. Findings published as a study.