APPLICATION OF SUPERVISED LEARNING
NEURAL NETWORK
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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yes
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no
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Either A or B
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None of the above
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Detailed explanation-1: -Does pattern classification belongs to category of non-supervised learning? Explanation: Pattern classification belongs to category of supervised learning.
Detailed explanation-2: -Pattern Classification involves building a function that maps the input feature space to an output space of two or more than two classes. Neural Networks (NN) are an effective tool in the field of pattern classification, using training and testing data to build a model.
Detailed explanation-3: -A supervised scheme identifies an unknown pattern as a member of a predefined class, while an unsupervised scheme groups input patterns into a number of clusters defined as classes hereafter. For automatic pattern recognition, the primary task consists of feature extraction and classification.