Approaching new heights with machine learning -

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15 Οκτ 2013 (πριν από 3 χρόνια και 7 μήνες)

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Approaching new heights with machine learning











-

Lavanya Gundamaraju



Machine learning refers to a system capable of the autonomous acquisition and
integration of knowledge. This capacity to learn from experience, analytical ob
servation,
and other means, results in a system that can continuously self
-
improve and thereby offer
increased efficiency and effectiveness

This paper shall basically introduce Concept learning, Decision tree learning,
Evaluating hypotheses, accuracy estim
ation, Bayesian learning, Instance
-
based learning,
Rule learning, Reinforcement learning. We shall see how machine learning can support
human decision and add to his intelligence.