ANN MACD 21 IN 1

The ANN MACD 21 IN 1 indicator is a sophisticated deep learning tool that automates the selection of optimized artificial neural network models for 21 different financial instruments to provide predictive momentum analysis. By utilizing a multi-layer activation system based on the Hyperbolic Tangent (tanh) function, it aims to minimize error rates across various asset classes including commodities, forex, indices, and cryptocurrencies.

Usage

The script is designed to be a "one-command" system where the user selects the relevant ticker from the input menu. Once an instrument is selected, the indicator automatically applies the weights and biases specifically trained for that asset.

• Asset Selection: Choose the appropriate instrument from the "Ticker ?" dropdown menu (e.g., GOLD, BTCUSD, EURUSD).
• Barcolor: Users can toggle the "Barcolor I / 0 ?" setting to "ON" to color the chart bars based on the neural network's output, providing a visual confirmation of bullish or bearish momentum.
• Interpretation: The underlying logic processes 19 different inputs including RSI, Volume, MACD Histograms, Momentum, Bollinger Bands, and multiple Guppy EMAs to generate a predictive signal.

Details

The script implements a deep learning architecture using normalized tangent differences as inputs. Each instrument was trained individually to achieve low average error rates. For example:

• EURUSD: Average error of 0.005500
• GOLD: Average error of 0.012767
• BTCUSD: Average error of 0.01050
• WTI Oil: Average error of 0.007593

The model calculates the rate of change for various technical indicators and passes them through multiple hidden layers of artificial neurons. The activation functions are meticulously tuned to filter market noise and focus on high-probability trend shifts.

Settings

• Barcolor I / 0 ?: Toggles chart bar coloring based on the ANN signal.
• Ticker ?: Selects the specific neural network model optimized for the chosen instrument (options include WTI, BRENT, GOLD, SP500, EURUSD, ETHUSD, BTCUSD, GBPUSD, USDJPY, USDCHF, USDCAD, NATGASUSD, XPTUSD, XU030, VIX, YM, ES, GAZP, SSE, XRPUSD).

FAQ

How can I access ANN MACD 21 IN 1? You can get access on the LuxAlgo Library for charting platforms like TradingView, MetaTrader (MT4/MT5), and NinjaTrader for free.

Which instrument has the highest accuracy? Based on training data, EURUSD has one of the lowest average error rates (0.0055), making it highly optimized for this neural network model.

Can I use this for Australian Dollar (AUDUSD)? While the option exists in some versions, the original training data showed an error rate over 0.13, which is significantly higher than other supported assets. Use with caution for this specific pair.