Question: Given a binary classification dataset, say having Y = 1 or 0 as the target variable and X1 and X2 as two numeric attributes, what

Given a binary classification dataset, say having Y = 1 or 0 as the target variable and X1 and X2 as two numeric attributes, what does it mean to say that the dataset is linearly separable?

X1 and X2 lie on a straight line aX1+bX2+c=0

A straight line aX1+bX2+c=0 can separate the points Y=0 from Y=1

Both (Y, X1) and (Y, X2) lie on a straight line

X1, X2 and Y lie on a plane in 3-D

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