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Given a perceptron model with a heavy - side function as its ( hard ) activation function for binary classification, its input is a two
Given a perceptron model with a heavyside function as its hard activation function for binary classification, its input is a twodimensional data point denoted by After learning from the data, the resulting weighted summation function is obtained as The function is plotted as shown below, and two testing data points A and are plotted too, where ; and
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The data point if predicted using the model, has a class label of or
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