Well-Posed Learning Problems and Designing Learning System

Well-Posed Learning Problems and Designing Learning System
Author(s):
Dr. Kothuri Parashu Ramulu, Dr. Jogannagari Malla Reddy
Keywords:
Direct feedback, Indirect feedback, Estimating Training Values, LMS, Performance System, Generalizer, Critic, Experiment Generator.
Abstract
Machine learning is the study of computer algorithms that can improve automatically through experience and by the use of data. It is seen as a part of artificial intelligence. A computer program is said to learn from experience with respect to some set of tasks and performance measure , if its performance at set of tasks improves with experience. A well-defined learning problem will have the features like class of tasks, the measure of performance to be improved, and the source of experience examples. To get a successful learning system, it should be designed properly, for a proper design several steps may be followed for perfect and efficient system.
Article Details
Unique Paper ID: 154128 Publication Volume & Issue: Volume 8, Issue 10 Page(s): 166 - 170
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