README.md

metadata

tags:
  - time-series
  - svr
  - stock-prediction
  - finance

SVR Super-Model for AAPL

This model predicts AAPL using a comprehensive feature set:

1. Technicals: 37 features (MA, Volatility, Returns).
2. Fundamentals: 6 Ratios (P/E, P/B, P/S, EV/EBITDA, P/FCF, ROE).
3. Sentiment: 1 Feature (NLTK VADER Analysis).

Hybrid Architecture

• Training (1988-2018): Uses Synthetic Fundamentals + Simulated Sentiment.
• Inference (Today): Uses Real Live Fundamentals (Yahoo Finance Info) + Real News Sentiment.