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[RT] S&P 500 Neural Predictions



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<P align=center>February 4, 2000 </P>
<P align=center>S&amp;P 500 Neural Network Update</P></FONT><B><FONT 
color=#ff0000>
<P>Disclaimer</P></B></FONT>
<P>Do not trade these models. They are depicted only to show the ability of 
mathematical models to reasonably predict future price movement. There is no 
inference that these models will continue to perform at past levels. There is a 
risk of substantial loss of capital trading futures.</P><FONT size=2></FONT>
<P>&nbsp;</P>
<P>Check out the equity curves of the neural nets we&rsquo;ve been tracking 
which use <B><FONT color=#ff0000>end-of-day</B></FONT> data against one of the 
top S&amp;P 500 day-trading systems available as rated by Futures Truth Magazine 
which makes use of <B><FONT color=#ff0000>intra-day</B></FONT> trading (see <A 
href="http://www.clayburg.com/cy98home.html";>http://www.clayburg.com/cy98home.html</A> 
and <A 
href="http://www.clayburg.com/cy98eqcurve_10_yr.html";>http://www.clayburg.com/cy98eqcurve_10_yr.html</A>). 
The bottom line is that this excellent referenced system has generated <B><FONT 
color=#ff0000>$493,000</B></FONT> in the last <B><U><FONT color=#ff0000>10 
years</B></U></FONT> and the System Model below has generated close to <B><FONT 
color=#ff0000>$300,000</B></FONT> (Best Model = <B><FONT 
color=#ff0000>$252,000</B></FONT>) in about <B><U><FONT color=#ff0000>10 
months</U> </B></FONT>with fewer trades and smaller drawdowns using only 
end-of-day data (Both system values contain hypothetical out-of-sample 
trades).&nbsp; The Best Model below averages <B><FONT color=#0000ff>$9,869</B> 
</FONT>per winning trade and <B><FONT color=#ff0000>$2,468</B></FONT><FONT 
color=#0000ff> </FONT>per losing trade for an average win to average loss ratio 
= <B><FONT color=#0000ff>4.0&nbsp; </FONT>([<FONT color=#0000ff>27 
</FONT>winning trades<FONT color=#0000ff>][$9,869</FONT> per average winning 
trade] &ndash; [<FONT color=#ff0000>10</FONT> losing trades]<FONT 
color=#ff0000>[$2,468</FONT> per average losing trade] + <FONT 
color=#0000ff>10,500</FONT> open equity = <FONT 
color=#0000ff>$252</B>,<B>300</FONT> in out-of-sample trading</B>). See all 
out-of-sample trades for the Best Model at the web address provided shortly.</P>
<P>Let&rsquo;s check the tape for the past week&hellip;.</P><B><U><FONT 
color=#ff0000>
<P>The System S&amp;P 500 Voting Model</B> (</FONT><FONT color=#808080>Optimized 
on 12-1-1999</FONT><FONT color=#ff0000>)</P></U></FONT>
<P>The System Model has added <FONT color=#0000ff>$3,750</FONT> additional 
&quot;Open position equity&quot; since entering its current <B><FONT 
color=#008000>Long</B></FONT> position on 1-27-2000 at the open. Its true 
out-of-sample cumulative equity stands at <FONT color=#0000ff>$292,775</FONT> 
since 4-1-1999 and approximately <FONT color=#0000ff>$73,450 </FONT>since the 
model was developed (12-1-1999). The System Model&rsquo;s neural predictive 
signal is strong at <FONT color=#0000ff>3.0</FONT>.</P><B><U><FONT 
color=#ff0000>
<P>The Best of the Five (5) S&amp;P 500 Neural Models</B> (</FONT><FONT 
color=#0000ff>Model #2 - </FONT><FONT color=#808080>Not optimized in any way 
&ndash; uses only four (4) technical indicators</FONT><FONT 
color=#ff0000>)</P></U></FONT>
<P>The Best Model closed its then current <B><FONT 
color=#ff0000>Short</B></FONT> position on Monday of this week for <FONT 
color=#0000ff>$20,000</FONT> in additional equity spanning a <FONT 
color=#0000ff>seven (7)</FONT> day trading period. This model added <FONT 
color=#0000ff>$10,500</FONT> additional &quot;Open position equity&quot; since 
entering its current <B><FONT color=#008000>Long</B></FONT> position <FONT 
color=#0000ff>five (5)</FONT> days ago. Its true out-of-sample cumulative equity 
stands at <FONT color=#0000ff>$252,300</FONT> since 4-1-1999 and approximately 
<FONT color=#0000ff>$76,600 </FONT>since the model was developed (12-1-1999). 
The Best Model&rsquo;s neural predictive signal is deteriorating (currently at 
<FONT color=#0000ff>0.4</FONT>) and will most likely generate a <B><FONT 
color=#ff0000>Short</B></FONT> position some time next week.</P>
<P>All equity values above are calculated at <U>today&rsquo;s open</U> because 
that&rsquo;s how Profit 2000 calculates equity whenever the neural models trade 
on the open as these do.</P>
<P>Descriptive charts and text are posted at <A 
href="http://www.mindspring.com/~blee7/";>www.mindspring.com/~blee7/</A>. <FONT 
color=#ff0000>Reload/Refresh this web address to view any additional files that 
may have been added since you last visited.</FONT> You must <FONT 
color=#ff0000>Reload/Refresh</FONT> all images to get them to update once they 
are displayed. The file names are self-explanatory. The highlighted areas at the 
bottom of the &quot;closed trades&quot; files show the closed profit (loss) in 
column 4 since the models were developed. It does not show the models open 
equity. The last column in those two files shows each model&rsquo;s respective 
cumulative equity since the out-of-sample trading began 4-1-1999.</P>
<P>The Best Model is not optimized in any way nor are any other models in the 
five (5) model system. The System Model was optimized on a 4-day voting moving 
average of a correct prediction of the five (5) individual models on the date of 
development (12-1-1999). </P>
<P>&ndash; <FONT color=#0000ff>Brian Lee </FONT>&ndash; <FONT 
color=#0000ff></P></FONT></DIV></BODY></HTML>
</x-html>From ???@??? Fri Feb 04 22:11:46 2000
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From: "James Taylor" <jptaylor@xxxxxxxxxxxxxxx>
To: <realtraders@xxxxxxxxxxxxxxx>
Subject: [RT] First there were dart-throwing monkeys...
Date: Fri, 4 Feb 2000 18:55:19 -0800
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Status:   

First there were dart throwing monkeys choosing stocks that could only make
money,
now we are wiring plants with electrodes to pick winning stocks.

When will this madness end ? !!!  and the real madness and panic selling
begin ?

-----------------
> > From: Molin, Ulf
> > Sent: Monday, January 31, 2000 07:51 AM
> > To: STech-Info-SoapBox
> > Subject: First there were dart-throwing monkeys...
> >
> > Check out this specially wired Yucca plant. The artist attached
electrodes
> > to the plant and hooked it up to a computer that can trade on the
Swedish
> > stock market. The plant gets water and food when it makes a profit.
Claim
> > is 18% profit in the last three months.
> >
> > http://www.art.a.se/best_before/about/docimg/ola_yucca.jpg
> >
> > Ulf
> >
> >  <<ola_yucca.jpg>>
>

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