---
tags:
- time-series
- svr
- stock-prediction
---
# SVR Model for AAPL (Hybrid Anchored)

This model predicts **AAPL** prices using:
1. **Price Anchors:** Open, High, Low, Previous Close (Ensures correct price scale).
2. **Technicals:** Moving Averages, Volatility.
3. **Context:** Earnings Per Share (EPS) and News Sentiment.

## Hybrid Approach
- **Training:** Uses Synthetic Fundamentals/Sentiment (1988-2018).
- **Inference:** Uses **Live** Data from Yahoo Finance.