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Because the algorithm is provided, you do not have to worry about it You ll use the original Paul Graham algorithm, even though several additions and improvements have been made to it since the paper was published The original algorithm provides a great example without getting bogged down in the math (remember, this book shows OCaml programming instead of teaching probability theory) You still have to think about how this code will be used Do you want it to be a stand-alone module so you can use the classifier in other programs How do you want to store the data, if at all Is speed an issue Do you want it to automatically learn First, consider speed Because the goal of this code is to process email, you have to take speed into account It can t be slow, but it also doesn t have to be super fast.

ayPal is an e-commerce service that facilitates the electronic transfer of monies via the Internet. Often, PayPal is used by merchants as an easy way to accept credit cards without a merchant account. Additionally, PayPal accounts can be linked to special debit cards, which allows purchases to be made at brick-and-mortar stores using the money in a PayPal account. You can learn more about PayPal at http://www.paypal.com/. Individuals who do a great deal of business online frequently use PayPal as a convenient way to spend and receive money. In those cases, reporting on data from PayPal can provide important information about financial transactions, as demonstrated in the example in this chapter.

Once the project has opened, you ll notice that the Atlas template adds a few files to the project by default, as you see in Figure 20-6.

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The datastorage choices probably affect speed most You use an ocamllex-based tokenizer, so the import of the email should be reasonably fast It also allows the possibility of tokenizer changes in the future without having to deal with complicated Scanf lexers This should be a module and (as in most projects) you should think about making it as reusable as possible Although portability is not normally talked about in terms of code reuse, it should be Your code should be portable, so you cannot use any module that is not a generally portable module (such as a DBM), which does present a minor obstacle Personally, whenever I have a key/value pair situation that requires disk-based persistence, a DBM file is the logical choice Either the GNU DBM or Berkeley DBM formats enable this kind of operation to be simple and reliable.

You can take a couple approaches to gathering PayPal data for analysis. One is to use PayPal s web API to download transaction information. Unfortunately, results from searches via the PayPal web API are limited to 100 transactions, which makes it implausible to analyze any significant amount of data.

The problem is that those modules might not work on all operating systems To avoid this problem, you can use the Marshal module and serialize your data to disk Automatic learning of new ham or spam is out for this example Automatic learning should be part of a production application, but it can be very difficult to implement Not only is it difficult; implementing it does not add anything to the ultimate goal of this chapter: to teach you more about OCaml code So, it is left as an exercise for the reader Training is something that the module should (and does) support, however..

Atlas.dll, as you would expect, provides our Ajax functionality in much the same way that the Anthem library did for our previous applications. The readme.txt and eula.rtf are Microsoft-generated documents with links, info, and licensing agreement. You can delete them at will. If you look within Default.aspx, you ll find some more pregenerated code: <%@ Page Language="C#" AutoEventWireup="true" CodeFile="Default.aspx.cs" Inherits="_Default" %> <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN" "http://www.w3.org/TR/xhtml11/DTD/xhtml11.dtd"> <html xmlns="http://www.w3.org/1999/xhtml"> <head runat="server"> <title>Atlas Sample Page</title> </head> <body> <form id="form1" runat="server"> <atlas:ScriptManager ID="ScriptManager1" runat="server" /> <div> </div> </form> <script type="text/xml-script"> <page xmlns:script="http://schemas.microsoft.com/xml-script/2005"> <references> </references> <components> </components> </page> </script> </body> </html>

s This chapter covers reporting on PayPal transactions. If you would like your application to be able Tip

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