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be5b33prg
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spam
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2015/11/24 16:02 xposik [Data]
2015/11/24 15:58 xposik [The problem]
2015/10/13 14:24 xposik [Spam filter]
2015/10/13 14:22 xposik File moved, internal links changed to absolute form
2015/10/05 15:38 xposik [Spam filter]
2015/10/05 15:01 xposik
2015/10/05 15:00 xposik [Objectives]
2015/10/05 14:59 xposik [Objectives]
2015/10/05 14:58 xposik [What will you learn?]
2015/10/05 14:57 xposik [Spam filter]
2015/10/05 14:56 xposik [Spam filter]
2015/10/05 14:56 xposik created
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2015/11/24 16:02 xposik [Data]
2015/11/24 15:58 xposik [The problem]
2015/10/13 14:24 xposik [Spam filter]
2015/10/13 14:22 xposik File moved, internal links changed to absolute form
2015/10/05 15:38 xposik [Spam filter]
2015/10/05 15:01 xposik
2015/10/05 15:00 xposik [Objectives]
2015/10/05 14:59 xposik [Objectives]
2015/10/05 14:58 xposik [What will you learn?]
2015/10/05 14:57 xposik [Spam filter]
2015/10/05 14:56 xposik [Spam filter]
2015/10/05 14:56 xposik created
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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]
Line 1:
Line 1:
======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
a
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