COMPUTER SCIENCE AND ENGINEERING
MACHINE LEARNING
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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identifying a face
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identifying a fake account
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identifying a street sign
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try to infer a class for something
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Detailed explanation-1: -In other words, an inference is a relation between premises and the conclusion. The aim of logic is to characterise the nature of this relation. At the outset, on the basis of this relationship we classify all inferences into two types, namely, inductive and deductive.
Detailed explanation-2: -What Is Classification? Classification is the operation of separating various entities into several classes. These classes can be defined by business rules, class boundaries, or some mathematical function.
Detailed explanation-3: -A classification is an ordered set of related categories used to group data according to its similarities. It consists of codes and descriptors and allows survey responses to be put into meaningful categories in order to produce useful data. A classification is a useful tool for anyone developing statistical surveys.
Detailed explanation-4: -In machine learning, classification is a predictive modeling problem where the class label is anticipated for a specific example of input data. For example, in determining handwriting characters, identifying spam, and so on, the classification requires training data with a large number of datasets of input and output.