How to use a new way of forecasting for the S&P 500 - Expert Advisors and Automated Trading

Better NN EA development

fxspeedster · 2025-07-21T12:23:48.0000000Z

Hello everyone, I will start this thread by first stating that if you are a beginner and have no high level programming experience you are better off reading other threads. I intend this thread to be for the very experienced programmers with some Artificial Intelligence background. I am attaching a screen of the latest trading activity from the 2007 MT Automated Trading Championship of the Better NN EA which is in first place currently and it is likely to win to win the contest. you can read about it at: News - Automated Trading Championship 2007 and here: Participant Better - Automated Trading Championship 2007 From my past experience with Cyberia Trader and other NN EAs I have recognized that this EA is using a Probabilistic Neural network (PNN) that forecasts 3 moving averages few bars in advance and enters MA crossovers that have the highest probability rating. Being very selective, it has a high winrate % and a decent PF. You can easily see this pattern from analyzing the attached screen. Even the last trade in progress (a sell) has been initiated at the crossover of MAs. I would like to form a team of good programmers to program the PNN initially in C++ as the author did then test it and finally convert it to mq4 code to enable it to run more effectively on MT4. I have the necessary knowledge of AI and have the documentation needed to proceed with programming by an experienced programming team. I have a library of very clever Money Management functions so this aspect is already covered. Knowledge of Kalman filters adaptation is a plus and for those who know AI they will understand why without asking. Please PM me if you are qualified and are willing to share your programming knowledge. I will then discuss detail with everyone picked as a team and we can get things done very effectively. Please do not post in this thread unless you meet the qualifications. Basic questions of how, why what etc. will not be answered by me since my time is valuable and yours should be too. If I don't answer posts don't be offended, because I simply try to stay focused on this project. Looking forward working with a great team to complete this wonderful project together! Disclaimer: There is no commercial interest nor there will be in selling, renting or distributing this EA to the general trading public.

barnix 2008.01.11 09:54 #71

5165541 2007.11.27 15:20 sell

Files:

better_5165541.gif 18 kb

barnix 2008.01.11 10:10 #72

Daily chart (signal 1 A,B,C)

Order duration < 1Day

Files:

better_signal1_a.gif 25 kb

better_signal1_b.gif 28 kb

better_signal1_c.gif 24 kb

barnix 2008.01.11 14:16 #73

Order:5161270 2007.11.27 04:50 sell

Files:

better_5161270.gif 18 kb

schtirlitz_854.mq4 6 kb

schtirlitz_855.mq4 6 kb

schtirlitz_856.mq4 6 kb

granpa 2008.01.13 07:57 #74

barnix:
Daily chart (signal 1 A,B,C) Order duration < 1Day

woww...stars....

ocm1 2008.01.13 12:00 #75

hi,

how to use it ??

Michele Beggiato 2008.01.18 14:50 #76

nice

how do you use it?

please

FXMan77 2008.01.18 15:06 #77

Maximus 2008.01.18 18:54 #78

Barnix, what does this mean! thx Max

Files:

max.jpg 44 kb

gaspar 2008.01.19 14:30 #79

NICK35:

how do you use it? please

you must enter better account (500008) in ATC?

so you can see his ea orders..

[Deleted] 2008.01.22 03:56 #80

Barnix,

Where does the back propogation take place? In the EA, or in a DLL?

How many inputs are there? What timeframe? What inputs?

I am not in the mood to read through a bunch of crap. My NN skills are somewhat respectable now, but not on the order of building one from scratch.

How far out are you forecasting? I noticed part of the method was training with TPs and SLs..... my guess is that you are finding patterns in the TA....

I am thinking a dynamic TP/SL for when the NN thinks the trend will change....

Sorry, am a bit tired now.

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