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

Animation for project, Final Animation This is the final piece of work ...

Final Animation This is the final piece of work that should stand on its own as a piece of Art or Design. This is your personal response to the idea of Transformation - The pro

Multiple layers of intranet security, Multiple Layers of Intranet Security ...

Multiple Layers of Intranet Security Security requirements vary from organisation to organisation. They also vary on the content that the organisations intend to place on their

Define internet infrastructure, As we know how packets travel from one comp...

As we know how packets travel from one computer to another over the Internet. However what's in-between? Actually what makes up the Internet infrastructure or backbone? Fi

Determine the types of sensors, Determine the types of Sensors Differe...

Determine the types of Sensors Different types of sensors are used to give real time information to computers. Frequently, an analogue to digital converter (ADC) is required a

What is access latency and rotation speed, Q. What is Access latency and Ro...

Q. What is Access latency and Rotation Speed? Access latency: A disk access basically moves the arm to selected cylinder and waits for rotational latency that may take less t

Describe the fundamental characteristics of antennas, Question 1: (a) ...

Question 1: (a) Describe the two fundamental characteristics of antennas explaining in detail how it affects the security of wireless networks. (b) What is a wireless cli

Illustrate the term extranet, Illustrate the term Extranet? Extranet:...

Illustrate the term Extranet? Extranet: Extranet is Extension of an Intranet that makes thelatter accessible to outside companies or individuals with or without an intran

What are the different tones used in strowger telephony, What are the diffe...

What are the different tones used in strowger telephony? Explain with the help of waveforms and the timings. Dial Tone: it is used to indicate that the exchange is ready to r

Introduction to parallel computing, Introduction  To Parallel Computing ...

Introduction  To Parallel Computing Parallel computing has been a subject of importance in the computing community over the last few years. Ever-growing volume of databases and

What is a transaction, What is a transaction? A transaction is dialog ...

What is a transaction? A transaction is dialog program that alter data objects in a consistent way.

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