Problems for decision tree learning, Computer Engineering

Appropriate Problems for Decision Tree Learning :

However remember there that is a skilled job in "AI" to choose exactly the right learning representation ormethod for a particular learning task. Moreover as elaborated by Tom Mitchell and decision tree learning is the best suited to problems with some of these characteristics as:

• Here the background concepts describe the examples in terms of attribute-value pairs so the values for each attribute range over finitely many fixed possibilities, and
• There the concept to be learned like Mitchell calls it the target function has discrete values.
• Through disjunctive descriptions might be required in the answer.

However just in addition to this there decision tree learning is robust to errors in the data. So in particular there it will function well in the light of (i) the errors in the classification instances provided (ii) the errors in the attribute-value pairs provided (iii) and missing values for certain attributes for certain examples.

Posted Date: 1/10/2013 7:42:20 AM | Location : United States







Related Discussions:- Problems for decision tree learning, Assignment Help, Ask Question on Problems for decision tree learning, Get Answer, Expert's Help, Problems for decision tree learning Discussions

Write discussion on Problems for decision tree learning
Your posts are moderated
Related Questions
There are various approaches to the classification of Computer Networks. One such classification is based on distance approach. Networks can be classified into LAN, WAN and MAN net

What is the Octant to hexadecimal conversion of 734 ? Ans. (734) 8      = (1 D C) 16 0001 ¦ 1101 ¦ 1100 1         D         C

Whats the use of coa

What is a Metadata?  Metadata is information about a PE. In COM, metadata is communicated by non-standardized type libraries. In .NET, this data is contained in the header port

Update the permutation algorithm from the text to obtainthe correct list of permutations even if the string haves repeated letters. For example, if you call ListPermutations on the

Inherent addressing   Here the address is already built in to the instruction i.e. inherent to the code     ABA  ; Add A to B and store the answer in A  Simple programs using

Differentiate between non-relocatable self relocatable programs. A non-relocatable program is one which cannot be executed in any memory area other than the area starting at

Q. Illustrate about FAT structure? DOS file system maintains a table of pointers known as FAT (File allocation table) that comprises an array of 16-bit values. There is one ent

What is a Diagonalization language LD?  The  diagonalization  language  having  of  all  strings  w  such  that  the  TM  whose  code is w does not accept when w is given as in

What are the risks by customer's perspective in Electronic Payment Systems? Risks within Electronic Payment Systems: Through the customer's perspective are as follows: