The goal of a binary classification problem is to make a prediction that can be one of just two possible values. For example, you might want to predict the sex (male or female) of a person based on ...
The goal of a machine learning binary classification problem is to predict a variable that has exactly two possible values. For example, you might want to predict the sex of a company employee (male = ...
A support vector machine is a classification algorithm for binary classification problems and is based on the theory of structural risk minimization. Of course, SVM can also be extended to multiclass ...
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