12# Scalping With Machine Learning and MA Shift

By Maximo Trader 2025

Scalping with Machine Learning and MA Shift is designed to capture and ride trends in the market using a combination of machine learning and moving average shifts. This strategy focuses on identifying sustained price movements and trend continuations, making it suitable for swing traders and trend followers.

Setup

Time Frame: 5-minute charts or higher.
Currency Pairs: Any.
Platform: TradingView.

Scalping With Machine Learning and MA Shift

Indicators Used

Lorentzian Classification (Machine Learning-based Indicator)
- Helps identify potential reversal points using a combination of RSI, ADX, CCI, and other momentum-based indicators.
- Default settings.
MA Shift (Moving Average Shift Indicator)
- Provides dynamic support and resistance levels based on smoothed moving averages.
- Default settings: (SMA, 40, hl2, 15, 0.5).

Trading Rules

Buy Setup

MA Shift turns blue, indicating an uptrend.
A buy arrow appears from the Lorentzian Classification indicator, confirming the bullish trend.
The histogram is above 0, indicating positive momentum.
Enter a buy trade when these conditions align.

Sell Setup

MA Shift turns red, indicating a downtrend.
A sell arrow appears from the Lorentzian Classification indicator, confirming the bearish trend.
The histogram is below 0, indicating negative momentum.
Enter a sell trade when these conditions align.

Exit Rules

Take Profit: Use a trailing take profit or exit when price shows clear trend exhaustion, such as a crossover of the opposite MA Shift direction.
Stop Loss: Place stop loss just below the last swing low for buy trades and above the last swing high for sell trades.
Trailing Stop: Consider using a trailing stop once in profit to maximize gains while minimizing risk.

Potential Enhancements:

Filter weak trends: Consider adding an ADX threshold (e.g., ADX > 20) to avoid choppy markets.
Better stop placement: Instead of just the last swing high/low, an ATR-based stop loss could dynamically adapt to volatility.
Re-entry options: If price temporarily retraces but the trend is still valid, a pullback entry rule could increase opportunities.

Conclusion

This trend-following strategy leverages machine learning signals to identify strong trend continuations, combined with the MA Shift to confirm trade entries. The approach ensures a balance between risk and reward by using a combination of price action, momentum shifts, and advanced indicators. Traders should always backtest and refine the strategy to suit their individual risk tolerance and market conditions.

TradingView Directory Strategies

MA Shift.txt

Text Document 3.9 KB

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Machine Learning Lorentizian Classificat

Text Document 35.8 KB

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Comments: 0

12# Supports and Resistances Dynamics

Supports and Resistances scalp

Submit by ForexStrategiesresources

This is an dynamic breakout forex system. The advantage of this system is good earnings in trending market and less drawdown.

Pairs:Major

Time frame: 15M.

Spread max:0,0001.

“The Supports and Resistances Dynamics ” method scalps pips when price breaks through major support and resistance. There is always an opportunity to grab at least a few pips and on some occasions catch a runner.

Indicators:

support and resistance dynamics (dyn_r_s).

Entry position: Wait for the m15 candle to close. Enter long 1 pip above the red dot of the closed candle and short 1 pip below the blue dot of that candle. You should use pending orders to ensure you enter at the correct price. Pending orders are valid until they are triggered or until another dot appears on an m15 candle.

Profit Exit: 8 pips (EUR/USD), 7 pips (AUD,USD, USD/JPY), 9 pips (GBP/USD).

Loss Exit: stop loss on high/low setup bar and the settings set a break even as we gain 5 pips.

tpl.support and resistance dynamics.zip

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dyn_s_r Trading System

dyn_s_r Trading System: Support and resistance dynamics is a trading system based on support and resistance.

dyn_s_r.zip

Compressed Archive in ZIP Format 5.8 KB

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Comments: 3

#3
ivan (Thursday, 28 May 2015 12:11)

what settings do you use on indicator?
Thanks.

Regards,
Ivan
#2
Busayo (Tuesday, 09 December 2014 01:11)

Please could you teach me how set up the trading system(s) unto my metatrader software?
#1
Andy Fx (Wednesday, 19 September 2012 00:33)

I use the same method but manual, nice to have the indicator :D and by the way its the most profitable and stressless system out there!