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courses:be5b33prg:homeworks:spam:start [2015/10/13 14:22]
xposik File moved, internal links changed to absolute form
courses:be5b33prg:homeworks:spam:start [2015/11/24 15:58]
xposik [The problem]
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 ======Spam filter====== ======Spam filter======
 Spam filtering is a very practical assignment with a large real world application. It also represents certain class of problems, we have to contend with in machine learning. Spam filtering is a very practical assignment with a large real world application. It also represents certain class of problems, we have to contend with in machine learning.
-  *[[courses:​be5b33prg:internal:​homeworks:​spam:​introduction|An introduction to the problem of spam filtering]] +  *[[courses:​be5b33prg:​homeworks:​spam:​introduction|An introduction to the problem of spam filtering]] 
-  *[[courses:​be5b33prg:internal:​homeworks:​spam:​evaluation|Evaluation]]+  *[[courses:​be5b33prg:​homeworks:​spam:​evaluation|Evaluation]]
  
 =====The problem===== =====The problem=====
 In this assignment, your main task is not to create a perfect spam filter. You do not know the methods that would allow you to do that yet. Your task is: In this assignment, your main task is not to create a perfect spam filter. You do not know the methods that would allow you to do that yet. Your task is:
-  * To understand the problem, analyze the assignment ​decompose it. +  * To understand the problem, analyze the assignment ​and decompose it. 
-  * To create a set of functions and objects ​in Python, which would help you to use a spam filter (once you create one) and evaluate its quality (compare two spam filters).+  * To create a set of functions and classes ​in Python, which would help you to use a spam filter (once you create one) and evaluate its quality (compare two spam filters).
   * To create a simple (even a very trivial) spam filter, which could be used in such a framework.   * To create a simple (even a very trivial) spam filter, which could be used in such a framework.
  
courses/be5b33prg/homeworks/spam/start.txt · Last modified: 2015/11/24 16:02 by xposik