RE: [amibroker] Machine Learning: my first system [4 Attachments]

 
[Attachment(s) from Aron Pipa included below]

Hi Ton,

1.      ML stands for Machine Learning

2.      I am planning to write some sort of tutorial detailing step by step the procedure followed.

 

 

 

 

From: 'Ton Sieverding' ton.sieverding@scarlet.be [amibroker]
Sent: Monday, March 7, 2016 2:41 PM
To: amibroker@yahoogroups.com
Subject: Re: [amibroker] Machine Learning: my first system

 

 



Hi Aron,

 

I love that graph showing the difference between risk controlled and B&H investment. Looks like a kind of VQT simulation. Some questions because it seems I have missed something :

 

1.      What do you mean with ML strategy ?

2.      Do you want to share the code ?

 

Kind regards, Ton.From: Aron Pipa aron@myafl.com [amibroker]

Sent: Monday, March 07, 2016 12:51 PM

Subject: [amibroker] Machine Learning: my first system [4 Attachments]

 

 

Just build my first strategy using ML.

Trades: Long Only
Position Sizing : fixed dollar value ( 10,0000)

Learning algorithm : Logistic Regression
Target : y5 > y 4
Features: y [n] / y[n-1]

cid:2299529B28C3458B9A2E574E874F0A19@amsab5b6b7e303



Out of Sample Performance:
A different strategy (buy& hold)  is used in-sample just to be able to compare.

cid:B8DBFB7455E348409592A9C79311C096@amsab5b6b7e303
cid:3B5697067147482D8B87981CDADD3B3A@amsab5b6b7e303


Execution:

cid:ADEA8F12C60942BA81E02E75CB96A04D@amsab5b6b7e303

 

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