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
Syntax and Semantics: Propositional logic is prohibited in its expressiveness: so just to represent true and false facts for the world. By a type of extending propositional lo

What is disadvantage of Distributed systems? Ans. Reliability is disadvantage of Distributed system.

Database marketing tool or application helps a user or marketing professional in determining the right tool or plan for his valuable add campaign. This tool haves data from all sou

FACSIMILE : This is often known as 'fax' and it represents the interface between reprographic and computer technology. By using fax, the contents of a sheet of paper (text or illu

can i get a prepared ppt for this topic to present it in a seminar??

Build data Flow diagrams showing functional dependencies Data flow diagrams are very useful for showing functional dependencies. In data flow diagrams processes are indicated

Overlay Graph: It overlay the content of two graphs that shares an ordinary x-axis. Left Y-axis on the merged graph show's the present graph's value & Right Y-axis illustrate the v

Q. Explain about Open System? The 'Open System' is a system within its environment. It receives input from environment as well as provides output to environment.  Illustrati

Q. Can you explain about Internet Protocol? Internet protocol specifies the rules which define the details of how computers communicate. It specifies exactly how a packet shoul

Why do we need DMA? DMA is used to transfer the block of data directly among an external device and the main memory without the continuous intervention by the processor.