Machine Learning Momentum Index Indicator MT4 Free Download | Forex Indicator Download - MetaTrader 4 Resources

The Machine Learning Momentum Index indicator combines classic momentum analysis with machine learning algorithms.

This tool uses the Weighted Moving Average (WMA) and the Relative Strength Index (RSI) to measure price strength on different time frames.

Additionally, the k-nearest neighbor (K-NN) algorithm is implemented to learn from past data and predict the trend direction.

Machine Learning Momentum Index Indicator Specification Sheet

The table below contains the specifications of the Machine Learning Momentum Index indicator:

Indicators at a glance

The Machine Learning Momentum Index indicator defines overbought and oversold zones using two oscillator lines, each zone displayed in a different color.

This indicator generates trading signals by comparing a fast moving average and a slow moving average based on RSI.

A line crossing upward represents a buy signal, while a line crossing downward represents a sell signal.

Buy Signal

According to the USD/JPY 30-minute chart, the red area indicates oversold conditions.

Subsequently, an upward crossover of the oscillator lines is considered a buying opportunity.

Sell ​​Signal

According to the USD/CAD 30-minute chart, the green area indicates overbought conditions.

Additionally, a downward crossover of the two oscillator lines is considered a suitable point to enter a sell trade.

Machine Learning Momentum Index Indicator Settings

The following settings are available for the Machine Learning Momentum Index indicator:

• Prediction Data: The value of “K” in the K-NN algorithm
• Trend length (minimum value = 10, maximum value = 200): Momentum calculation period for indicator sensitivity
• Historical Candle: Number of candles used for training and historical data analysis
• Transparency percentage (0–100): Transparency level for overbought and oversold colors of oscillatory areas
• Overbought Color: The color of overbought areas during bullish or strong momentum conditions
• Oversold Color: The color of oversold areas during bearish or weak momentum conditions

Conclusion

The Machine Learning Momentum Index indicator combines classic momentum with machine learning algorithms. Predict the market trend direction by utilizing RSI, WMA and K-NN models.

This oscillator highlights overbought and oversold areas in different colors, with line crossovers serving as buy and sell signals.

With multi-timeframe functionality and high analytical accuracy on historical data, it is suitable for scalping, day trading and swing trading strategies.