TDUNNING

Try the Weka site and book: http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7049 Weka is pretty terrible for actually doing any data mining, but the book is fabulous as an introduction to the topic.

TDUNNING

I should have mentioned this before. One of the best resources regarding learning algorithms is Modern Applied Statistics with S. Fourth Edition by W. N. Venables and B. D. Ripley Readable, but still mathematically sound. See http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7070 for details. Search on Amazon or any other book seller to buy.

The following sites have very good information you need. Some sites further list down the reference sites.You can drill down. I am listing them in order of my favourites(my most favourite being the topmost one):

http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7057
http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7058
http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7059
http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7060
http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7061#s3 ( Here you can search for publictions as IEEE guest user)
http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7062
http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7063

SPSS Datamining Page - http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7064 ( Look into white papers)

http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7065
http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7066
http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7067
http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7068

There is free downloadable EBOOK - http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7069
Let me know if you find that useful. I assume that by CART you mean C&RT (i.e Classification and Regression Trees)
Thanks   

There are Very Useful links for collect information about data mining in general ....... I am looking for the information which would help me to program these(C&RT i.e Classification and Regression Trees, C4.5/5.0, CHAID, Logistic regression) algorithms.

TIMMANNS

maybe an obvious one, butfor C4.5 and C5.0 see Ross Quinlan's site http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7051. He wrote both algorithms. It is much easier to get info about C4.5 than it is about C5.0.For detailed info about all the algorithms used in SPSS's Data Mining software "Clementine" you can download the 4Mb algorithms guide. http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7052 "Clementine Algorithms Guide.pdf"It is pretty exhaustive,including CART,Linear and Logistic Regression, Neural Net,Kohonen, K-Means,Apriorietc etc etc....- It doesn't include C5.0 info because this is propriety info belonging to Ross Quinlan.CheersTim

I have downloaded this file, but I can't read it because it has some problems:citation:"This file is damaged""Cannot extract the embeddet font 'MJJDLA+Century-BookCondensedItalic'. Some characters may not display or print correctly"...and so, I can't read almost 50% out of math formulas

http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7053

http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7054 and more specifically, http://www.kdkeys.net/cart-c4-55-0-chaid-logistic-regression/#link-7054/DTREG.pdf