Algorithmic complexity theory, Computer Engineering

Assignment Help:

Algorithmic Complexity theory:

Moreover a similar situation occurs in broad to specific ILP systems when the inference rules are deductive thus they specialize. So at some stage there a hypothesis will become so specialized in which it fails to explain all the positive examples. So such in this case there a similar pruning operation can be imposed that further specialization will not rectify the situation. Remember there in practice to compensate for noisy data and there is more flexibility built into the systems. Conversely in particular way there the posterior conditions that specify the problem can be relaxed, and the pruning of hypotheses that explain small numbers of negative examples may not be immediately dropped.

Whether we can see how the examples could be utilised to choose between two non-pruned hypotheses as: if performing a specific to general search or the number of positive examples explained through a hypothesis can be taken as a value to sort the hypotheses with as more positive examples explained being better. Correspondingly if performing a general to specific search so then the number of negatives still explained by a hypothesis can be taken as a value to sort the hypotheses with as fewer negatives being better.

In fact this may is however be a very crude measure means many hypotheses might score the same then especially if there is a small number of examples. Where all things are equal, so an ILP system may employ a sophisticated version of Occam's razor and choose between two equal scoring hypotheses according to some function derived by Algorithmic Complexity theory or some similar theory.


Related Discussions:- Algorithmic complexity theory

Define parity generator, Define parity generator During transmission, a...

Define parity generator During transmission, at sending end the message is applied to a parity generator, where the needed bit is formed.

Avoiding local minima of multi-layered networks, Avoiding Local Minima of m...

Avoiding Local Minima of multi-layered networks-Artificial intelligence : The error rate of multi-layered networks over a training set could be calculated as the number of mis

Define virtualisation and explain computer architecture, Rentrag has decide...

Rentrag has decided to replace all of the computers currently being used by all of the business and office staff. He has asked you to recommend a set of specification for computers

Explain a binary semaphore, Explain a binary semaphore with the help of an ...

Explain a binary semaphore with the help of an example? An abstract data type (ADT) is a semaphore which defines a nonnegative integer variable that apart from initialization i

What is multiplexer, Q. What is multiplexer? Explain 4 X 1 Multiplexer.   ...

Q. What is multiplexer? Explain 4 X 1 Multiplexer.    Q. Explain the working of a Binary Half-Adder. Construct a Full-Adder from Half- Adder. Also draw the circuit diagram of full

What is a breeder reactor, Q. What is a breeder reactor? 92 U 238 and...

Q. What is a breeder reactor? 92 U 238 and 90 Th 232 aren't fissile materials but are abundant in nature. In the reactor these are able to be converted into a fissile mater

Where trunks lines are run between, Trunks are the lines that run between ...

Trunks are the lines that run between (A)  subscribers and exchange        (B) switching system and power plant (C)  Local Area Network                (D) switching syste

List criteria of data structures used in language processing, List the crit...

List the criteria on the basis of which data structures used in language processing can be classified. In language processing the data structures utilization can be classified

Approaches for development of information systems, Q. Approaches for develo...

Q. Approaches for development of information systems? Numerous approaches are available for development of Information Systems. They are as below: • Model Driven: It put e

What is the purpose of iop, What is the purpose of IOP. The purpose of ...

What is the purpose of IOP. The purpose of IOP is to given an independent path way for transfer of information among external and internal memory.

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