ML Deep Regression Pro (TechnoBlooms)

ML Deep Regression Pro is a machine-learning-inspired trading indicator that integrates Polynomial Regression, Linear Regression and Statistical Deviation models to provide a powerful, data-driven approach to market trend analysis.

Designed for traders, quantitative analysts and developers, this tool transforms raw market data into predictive trend insights, allowing for better decision-making and trend validation.

By leveraging statistical regression techniques, ML Deep Regression Pro eliminates market noise and identifies key trend shifts, making it a valuable addition to both manual and algorithmic trading strategies.

REGRESSION ANALYSIS
Regression is a statistical modeling technique used in machine learning and data science to identify patterns and relationships between variables. In trading, it helps detect price trends, reversals and volatility changes by fitting price data into a predictive model.

1. Linear Regression -
The most widely used regression model in trading, providing a best-fit plotted line to track price trends.

2. Polynomial Regression -
A more advanced form of regression that fits curved price structures, capturing complex market cycles and improving trend forecasting accuracy.



3. Standard Deviation Bands -
Based on regression calculations, these bands measure price dispersion and identify overbought/ oversold conditions, similar to Bollinger Bands. By default, these lines are hidden and user can make it visible through Settings.





KEY FEATURES :-

✅ Hybrid Regression Engine – Combines Linear and Polynomial Regression to detect market trends with greater accuracy.

✅ Dynamic Trend Bias Analysis – Identifies bullish & bearish market conditions using real-time regression models.





✅ Standard Deviation Bands – Measures price volatility and potential reversals with an advanced deviation model.

✅ Adaptive EMA Crossover Signals – Generates buy/sell signals when price momentum shifts relative to the regression trend.