Machine Learning 40-717 
  CE Department- Sharif University of Technology Spring 2007 - Group 1 

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Announcments

  1386-06-05 August 27, 2007 07:18 AM  
Grades are completed and updated.

  1386-05-28 August 19, 2007 03:41 PM  
Grades of assinment#2 are completed and updated.  
--Parissa Moosavi

  1386-05-27 August 18, 2007 05:52 PM  
Grades of assinment#1 are available in "Grades" part.
Masood Feyzbakhsh

  1386-05-27 August 18, 2007 08:09 AM  
The results & grades of third assignment (Grid Soccer) can be found in Grades Part.

  1386-05-06 July 28, 2007 07:28 AM  
Grades of assinment#2 are available in Grades part.  Students who are not in the list, please forward the sent email (containing the assignment) to me.  Mr. Khayamian please send me the fonts and .doc version.
--Parissa Moosavi

  1386-05-03 July 25, 2007 03:54 PM  
I have replied mails related to assignment#1. Those who have not received my reply must forward their mails to me.
Masood Feyzbakhsh

  1386-04-19 July 10, 2007 11:44 AM  

در مورد تمرين سوم به نکات زير توجه کنيد
برای اطمينان از دريافت پروژه در زمان تعيين شده، لطفا آن را به هر دو آدرس زير ارسال کنيد
mirroshandel@ce.sharif.edu
asedghasem@yahoo.com

برای بالا بردن سطح مسابقات، امکان يادگيری عامل قبل از مسابقه در نظر گرفته شده است. به اين صورت که اطلاعات وضعيت‏ها و ساير موارد لازم که از يادگيری مسابقه بدست آمده است، در يک فايل ذخيره می‏شود و در بازی بعد از آن استفاده می‏شود. البته در هنگام فرستادن برنامه خود اين فايل بايد خالی باشد. اين فايل می بايست  در جريان چند بازی تدارکاتی قبل از مسابقه و در حين مسابقه پر شود و مورد استفاده قرار گيرد. يعنی برنامه‏های فرستاده شده از ابتدا نبايد حاوی اطلاعات قبلی باشد و تنها  پس از تحويل برنامه يادگيری آغاز خواهد شد.

لازم به ذکر است که در صورتی که يک  عامل صاحب توپ باشد و حرکتی نکند، مالکيت توپ تحت هيچ شرايطی عوض نمی شود، البته برنامه‏هايي که توپ را به صورت غير عادی نگه میدارند و حرکتی نمی کنند، حذف خواهند شد!  
ميرروشندل


  1386-04-13 July 04, 2007 11:18 AM  
The deadline for sending assignment#2 is postponed to 86/5/1 (same as assignment#3).

  1386-02-25 May 15, 2007 10:18 AM  
Assignment#3 is available in "Assignments" part. Zip your source-code files, an executable file and your report in one file, name it {familyName1_studentNumber1_familyName2_studentNumber2.zip} and send it to mirroshandel@ce.sharif.edu until 86/4/15.

  1386-02-15 May 05, 2007 10:50 AM  
زمانبندی ارائه سمینارها مشخص گردیده است.

لطفا به بخش مربوط به  
Resources
 مراجعه نمایید

  1386-02-10 April 30, 2007 10:55 AM  
As a simplification for your convenience in assignment #2, you can choose arbitrarily between TSE Algorithm and Generalized Pursuit Algorithm in Exercise 2 Part C (You just have to implement 3 algorithms for this part: CPR-I, CPR-P and {TSE or GPA}). Deadline is also extended till 86/3/15.

  1386-02-05 April 25, 2007 06:43 PM  
Assignment#2 is available in "Assignments" part. Zip your source-code files and your report in one file, name it {familyName_studentNumber.zip} and send it to p_moosavi@ce.sharif.edu until 86/2/28.

  1386-01-21 April 10, 2007 03:59 PM  
The data sets for Assignment#1 are available in "Resources" part.
Please use REP and CCP methods for pruning.
Assignment#1 deadline has been extended to 20/3/86.

  1385-12-21 March 12, 2007 08:45 AM  
Assignment #1

1. Show the fact that ID3 algorithm with the information gain measure heuristic may not produce optimal decision tree With a simple example. Explain your reason.

2. Find two data sets for classification in http://www.ics.uci.edu/~mlearn/MLRepository.html

3. Implement ID3 algorithm for the data sets you have found.

4. Choose two pruning methods from the paper that is available in "Assignments" part. Implement them and compare the results.

You can find some usefull papers in "Resources" part.
Please send your documents and source code to mas_fei@yahoo.com

Instructor:
Dr. Beigy
(beigy@ce.sharif.edu )

3 Units
Saturday-Monday 10:30-12

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