Inductive Logic Programming :

Now here having studied a non-symbolic approach to machine learning on Artificial Neural Networks then we return to a logical approach, namely Inductive Logic Programming is as "ILP". Thus there as the name suggests that the representation scheme required in this approach is logic programs that we covered in lecture 6. So as a quick overview there is one search strategy for "ILP" systems is to invert rules of deduction and therefore induce hypotheses that may solve the learning problem.

Conversely in order to understand "ILP" there we will define a context for ‘ILP' and then need this to state the machine learning problem being addressed. However following this we will look at the search operators in ‘ILP', in particularly the notion of inverting resolution in order to generate hypotheses. Thus we will judge that how the search is undertaken and run through a session regarding the Progol ILP system. So here we end through looking at some of the applications of "Inductive Logic Programming".

Posted Date: 1/10/2013 7:32:37 AM | Location : United States

Ask an Expert

Related Discussions:- Inductive logic programming, Assignment Help, Ask Question on Inductive logic programming, Get Answer, Expert's Help, Inductive logic programming Discussions

Write discussion on Inductive logic programming
Your posts are moderated

Write your message here..

Related Questions

Sinusoidal steady-state phasor analysis, Q. Sinusoidal steady-state phasor ... Q. Sinusoidal steady-state phasor analysis? The kind of response of a physical system in an applied excitation depends in general on the type of excitation, the elements in the

Find the maximum kva rating as an auto- transformer, Q. A 5-kVA, 480:120-V,... Q. A 5-kVA, 480:120-V, two-winding, 60-Hz, single-phase transformer has an efficiency of 95% while delivering rated load at rated voltage and 0.8 power factor lagging. This transfo

Objective of long-term plans for technical loss reduction, Objective of Lon... Objective of Long-Term Plans for Technical Loss Reduction The primary objectives of strengthening and improvement of sub-transmission and distribution system in the long-term

Evaluate complex power in power system, Q. Evaluate complex power in power ... Q. Evaluate complex power in power system? The complex power ¯S in a single-phase systemis the complex sum of the real (P) and reactive (Q) power, expressed as follows:

#thermal transducers, # complete working of thermal transducers # complete working of thermal transducers

Example numerical of dc generator., Q. An 8 - pole dc generator has 500 arm... Q. An 8 - pole dc generator has 500 armature conductors and has a useful flux per pole of 0.065 web. What will be the emf generated if it is lap connected and runs at 1000 r.p.m.

Phenomenon - fet operation, Phenomenon - Fet operation: For either imp... Phenomenon - Fet operation: For either improvement- or depletion-mode devices, at drain-to-source voltages very much less than gate-to-source voltages, changing the gate volta

Slack running fit, Illustrate the conventional representations of the follo... Illustrate the conventional representations of the following guide to the selection of Fits: (i) Slack Running Fit (ii) Loose Running Fit (iii) Easy Running Fit (iv) No

Calculate rotor copper losses, A 20 h.p. , 3 phase, 400 volt, 60 hertz, 4 p... A 20 h.p. , 3 phase, 400 volt, 60 hertz, 4 pole induction motor delivers full load at 5% slip. The mechanical rotational losses are 400W. Calculate (a) The electromagnetic torqu

Followings are the disadvantages of plc - stepper motor , Followings are th... Followings are the Disadvantages of PLC a.Too much  work  required in  connecting wires. b.Difficulty with changes or replacements. c.Difficulty in finding  errors  requi