Machine Learning Regression Trend Indicator MT4 - Free Download [TradingFinder] - MetaTrader 4 Resources

The machine learning regression trend indicator operates based on the Random Sample Consensus (RANSAC) algorithm. The algorithm removes outlier data from the price set and then provides a more accurate linear model of market trends.

Furthermore, using this method helps identify the linear structure of prices with higher accuracy.

Machine learning regression trend indicator table

The general specifications of the machine learning regression trend indicator are shown in the table below.

Machine Learning Regression Trend Indicators at a Glance

The Machine Learning Regression Trend indicator plays a versatile role in the MetaTrader 4 platform.

On the one hand, it can use the linear regression channel indicator as support and resistance lines as standard; on the other hand, it can provide estimates and predictions of upcoming market trends.

To show trends, the indicator plots a linear regression line and error margin on the chart. The blue area indicates the acceptable error range.

Indicators are in an upward trend

In an uptrend, the Machine Learning Regression Trend Indicator shows the blue regression channel as the main path of price.

Candlesticks consolidating above the centerline send a buy signal, while a positive reaction to the lower rail acts as dynamic support. Additionally, the distance of the candle from the centerline and its movement to the upper rail indicate stronger momentum for the bullish wave.

Indicators are in a downward trend

In a downtrend, this indicator illustrates the overall market direction with a negative slope. Candlestick movement and consolidation below the mid-range bar represents selling pressure and the continuation of the bearish trend.

Additionally, price’s negative reaction to the top of the regression channel acts as resistance, reinforcing the sell signal.

Machine Learning Regression Trend Settings

The image below shows the settings panel of the Machine Learning Regression Trend indicator in the MetaTrader 4 platform:

• Channel length (minval=5) : Display channel length (minval=5)
• Channel width, minval=0 : Channel width (minimum = 0)
• Source of Data : calculation data source
• Minimum interior point, minval=1 : The minimum number of interior point data, the minimum value is 1
• Allowed Error : Tolerance threshold for detection
• minval=0, step=0.5 : minimum value = 0, change step = 0.5
• Maximum number of iteration steps : the maximum number of steps for algorithm iteration
• Line Color : Show line color
• Show Margin : Display channel margin
• Color of channel : Display channel color
• Margin transparency (0-255) : Margin transparency (from 0 to 255)
• Show Channel : Display channel
• Color of channel : Display channel color
• Channel transparency (0-255) : Channel transparency (from 0 to 255)
• Show Inliers : Display inner value data
• Inliers color : Display the inner point color
• Show Outliers : Display Outliers
• Outliers color : Display the color of outliers

Conclusion

The machine learning regression trend indicator uses the RANSAC algorithm to eliminate outliers and provide a clearer visualization of real market trends.

This trading tool identifies support in uptrends and resistance/selling pressure in downtrends. Additionally, entry ranges for buy and sell trades are published based on price reaction to the return channel.