California Institute of Technology

In the simple linear regression problem every training example ψ v is associated with a target variable y v , which is the class label {-1,1} in our case (e.g. low Extroversion appeal = -1, high Extroversion appeal = 1). Then, we can express the target variable as a linear combination of the features: y v = w T ψ v . ................
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