Question

suggestion on automatic machines

Answer 1

Design a combination scheme for combining learning methods that present different stengths and weaknesses. This scheme should benefit from the different learning methods' advantages but not suffer from their individual weaknesses.Ensemble-based combination schemes often perform more accurately than a single "best classifier". Investigate the relationship between the accuracy of the individual combined classifiers and that of their combination.Identify an area of Natural Language Processing that could be handled by a machine learning method (example, the translation of certain prepositions from one language to another), propose a method for automatically constructing a training set for that problem from raw text and a lexicon, and apply one or several learning algorithm to that data set.

Answer 2

automatic machine is good for now a days but it is very difficult to use it but it is easy to do work on it now a days