Problems for decision tree learning, Computer Engineering

Appropriate Problems for Decision Tree Learning - Artificial intelligence

It is a expert job in AI to select accurately the right learning representation for a particular learning job. As convoluted by Tom Mitchell, decision tree learning is best suited to problems with these characteristics:

  • The background concepts explain the examples in terms of attribute-value pairs, and the values for every feature range over finitely various fixed promises.
  • The idea to be learned (Mitchell calls it the target function) has separate values.
  • Disjunctive descriptions should be required in the answer.

In addition to that, decision tree learning is robust to mistakes in the data. In particular, it will act well in the light of (i) mistakes in the categorization occurrences given (ii) errors in the features-value pairs provided and (iii) missing values for fix features for fix examples.

 

Posted Date: 10/3/2012 1:17:05 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
What is the difference between the following two lines of Verilog code? #5 a = b; a = #5 b; #5 a = b; Wait five time units before doing the action for "a = b;". Value assig

(a) Convert the following number to single precision IEEE 754 based on the procedure described in class and in the notes. Express the result in hexadecimal. Show all your work.

Simplify   the   following   expression   into   sum   of   products   using   Karnaugh   map F(A, B, C, D) = ∑ (1,3,4,5,6,7,9,12,13) Ans. Simplification of the giv

Describe the purpose and operation of Register 2 (R2) for the MSP430


How are instructions sent between memory and the processor? Both the instruction pointer (IP) and program counter (PC) utilized to holds the memory address of the next inst

(i) Compiler and Interpreter: These are two types of language translators. A compiler changes the source program (user-written program) into an object code (machine language b

What do you mean by first fit? First fit allocates the first hole that is big enough. Searching can either begin at the beginning of the set of holes or where the last first-f

What are the various mechanisms for implementing I/O operations? a) Program controlled I/O b) Interrupts c) DMA

What is an "on request Field" statement? ON REQUEST The ABAP/4 Module is known as only if the user has entered the value in the field value as the last screen display .Th