Problems for decision tree learning, Computer Engineering

Assignment Help:

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.


Related Discussions:- Problems for decision tree learning

What property of the architecture of 3g networks, Question: (a) Explain...

Question: (a) Explain how a Mobile Terminating call, from a PSTN phone, is processed in a GSM network. Illustrate your answer with a diagram. (b) Top-Net, a new telecommuni

Explain the term- signals, Explain the term- Signals -  Signals are use...

Explain the term- Signals -  Signals are used for communication between components -  Signals can be seen as real, physical signals -  Some delay should be incurred in a

Illustrate left shift register with parallel load, Q. Illustrate Left shift...

Q. Illustrate Left shift register with parallel load? A register that shifts data in one direction only is known as Uni-directional shift register and a register that can shift

Explain cache-only memory access model (coma), Cache-Only Memory Access Mod...

Cache-Only Memory Access Model (COMA) As we have considered earlier, shared memory multiprocessor systems can use cache memories with each processor for decreasing the execution

Dbms, aggregation in dbms?

aggregation in dbms?

Explain flash devices, Explain Flash devices It is possible to read the...

Explain Flash devices It is possible to read the contents of a one cell, but it is only possible to write an whole block of cells Greater density which leads to superior cap

Explain dial tone and ringing tone in strowger telephony, Explain Dial Tone...

Explain Dial Tone and Ringing Tone in strowger telephony. Dial Tone: it is used to indicate that the exchange is ready to recognize dialed digits by the subscriber. The subsc

Explain the typical functions of operating systems, List the typical functi...

List the typical functions of operating systems. Classical functions of operating system are given as: (1) Process management: A process is a program throughout execution.

What is programming paradigm, a. Explain the Programming Paradigm? Discuss ...

a. Explain the Programming Paradigm? Discuss four major programming paradigms. b. State the three basic logic operators available in C++? Write a small program in C++ that uses

Integrating virtual memory, Integrating Virtual Memory, TLBs, and Caches - ...

Integrating Virtual Memory, TLBs, and Caches - computer architecture:   There are 3 types of misses: 1. a cache miss 2. TLB miss 3. a page fault 2 techniqu

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd