Author of the Idea: Boris, Code Creator: barabashkakvn.
Heads Up: Make sure to optimize your parameters on the M5 timeframe for the past 12 weeks!
The PROphet Expert Advisor is built on two independent linear perceptrons that work together to analyze your trading data.
Here’s how it works: each perceptron categorizes candlestick shifts into two distinct classes.
Perceptron Breakdown
Perceptron #1:
- Class #1: BUY
- Class #2: Flat or SELL
Perceptron #2:
- Class #1: SELL
- Class #2: Flat or BUY
The genius of this setup is that it avoids mixing BUY and SELL classes into a single perceptron.
Now, let’s talk about optimization. This process is done over the last 12 weeks during the weekends and consists of two stages:
Optimization Stages
Stage #1:
Set your variables to daBUY=true and daSELL=false. Optimize the weights x1, x2, x3, x4 in the range of 1 to 200, and the movable stop loss slb from 30 to 100, all with a step of 1.
Stage #2:
Now switch it up by setting daBUY=false and daSELL=true. Optimize the weights y1, y2, y3, y4 from 1 to 200 and the movable stop loss sls from 30 to 100, again using a step of 1.
Final Step: After completing both stages, ensure that both daBUY and daSELL are set to true. The results you achieve will be valid for the upcoming week.
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