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

Digital systems and microprocessors, Your logic function for this assignmen...

Your logic function for this assignment is to be derived from your own student number. The number 1224583 will be used as an example as to how you should derive your function and e

Message passing model, In the message-passing model, there exists a set of ...

In the message-passing model, there exists a set of tasks that use their own local memories during computation. Multiple tasks can reside on the similar physical machine as well ac

Pruning - artificial intelligence, Pruning - artificial intelligence: ...

Pruning - artificial intelligence: Recall which pruning a search space means deciding that there certain branches to should not be explored. Moreover if an agent knows for sur

What is uml architecture, Takes care structural and behavioural aspect of a...

Takes care structural and behavioural aspect of a software system. Contains software usage, functionality, performance, economic, reuse, and technology constraints.

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

Why is segmented paging important, Why is segmented paging important (as co...

Why is segmented paging important (as compared to a paging system)? Paging can be super-imposed upon a segment oriented addressing mechanism to acquire efficient use of the mem

What is locality of reference, What is locality of reference? Analysis ...

What is locality of reference? Analysis of program represents that many instructions ion localized areas of the program are implemented repeatedly during some time period, and

Ms access database through menu driven selections, Would you like to easily...

Would you like to easily automate your MS Access database through menu driven selections? This can be accomplished by producing a form with customized buttons that point to macr

Describe buffer of receiving process, Q. Describe buffer of receiving proce...

Q. Describe buffer of receiving process? MPI_Gather (Sendaddr, Scount, Sdatatype, Receiveaddr, Rcount, Rdatatype,Rank, Comm): 'Using this function process with rank' rank

Registers - processor, These will be independent of each other and will not...

These will be independent of each other and will not affect to each other, and so they can be fed into two different implementations units and run in parallel. The ability to remov

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