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

Explain derived equations and models, Each student will be assigned a binar...

Each student will be assigned a binary system. The experimental references and the conditions are indicated in the table below. The student should make use of software available on

Fundamental building block of main memory, Q. Fundamental building block of...

Q. Fundamental building block of main memory? The fundamental building block of main memory remains DRAM chip as it has for decades. Till recently there had been no important c

Implement simplified expression using nor gates only, Q. For function F(x,y...

Q. For function F(x,y,z) = ∑m (1,2,3,5,6) using TRUTH TABLE only 1. Find POS expression 2. Implement this simplified expression using two level OR-to-AND gate network 3. I

Define apple mobileme calendar, Define Apple MobileMe Calendar The Mobi...

Define Apple MobileMe Calendar The MobileMe Calendar is a web-based calendar that can be accessed from any computer linked to the Internet, Mac or Windows. What makes it more u

Logic-based expert systems, Logic-based Expert Systems : Expert system...

Logic-based Expert Systems : Expert systems are agents that are programmed to make decisions just about real world situations are place together by utilising knowledge illicit

Common functions of interrupts - computer architecture, Common Functions of...

Common Functions of Interrupts: An Interrupt transfers control to the interrupt service routine, generally through the interrupt vector table, which contains the addresses

Explain opening files for reading only in c, Opening Files for Reading Only...

Opening Files for Reading Only     : A data file is a file that you can open and read its contents visually - for example, C source files, .dat files, HTML etc - anything that look

Advanced topics of html, HTML is made up of many elements, a lot of them ar...

HTML is made up of many elements, a lot of them are overlooked. Though you can develop a Website with the basic knowledge of HTML, to take benefit of many of the advanced features,

Internal organization of memory chip - computer architecture, Internal Orga...

Internal Organization of memory chip: Word line & bit lines 16x8 organization : 16 words of 8 bits per Form of an array

Postpurchase interaction, Postpurchase Interaction Customer service an...

Postpurchase Interaction Customer service and support: The considerations at this stage can be explained by the following example: Consider a bundle having of a portfolio

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