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

Evaluate personality defines, Evaluate personality defines? 1. System ...

Evaluate personality defines? 1. System calls: Linux use a software interrupts to change into kernel mode whilst other UNIX system use an inter segment jump. 2. Message n

And-elimination-introduction rule - artificial intelligence, And-Eliminatio...

And-Elimination-Introduction rule - Artificial intelligence: And-Elimination In English, this says that "if you know that many things are all true, then you know that any

Explain about heterogeneous linked list, If you are using C language to imp...

If you are using C language to implement the heterogeneous linked list, what pointer type will you use? The heterogeneous linked list having different data types in its nodes a

Compact disc - computer storage, Compact Disc; Compact Disc ( CD)   i...

Compact Disc; Compact Disc ( CD)   is an optical disc  which is used to  store digital data. It was initially developed to store sound recordings completely, but later it als

What are the steps involved in authentication, What are the steps involved ...

What are the steps involved in authentication? Steps in Authentication The control over the access of the resources in the repository is exercised in two steps namely Auth

Develop an object-oriented design, Investigate the MIPS programmers model a...

Investigate the MIPS programmers model and develop an object-oriented design that will reflect aspects of the MIPS architecture. Consider the functional units of the architecture a

Explain the working of a 2-bit digital comparator, Explain the working of a...

Explain the working of a 2-bit digital comparator with the help of Truth Table. Ans. Digital comparator is a combinational circuit which compares two numbers, A and B; and

What is the file-system security, What is the File-system security Most...

What is the File-system security Most commercial servers use a powerful operating system as base that provides good methods of file-system security. Some servers require additi

Assignment, what are the different techniques of biasing a transistor?

what are the different techniques of biasing a transistor?

What is the ccitt standard bandwidth for speech, The CCITT standard bandwid...

The CCITT standard bandwidth for speech is: (A) 20000 Hz                                  (B) 15000 Hz (C) 7000 Hz                                    (D) 3400 Hz Ans:

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