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ADALINE simple implementation with 2 features bug

I am reading Machine Learning with PyTorch and Ski-kit learn book by Sebastian Raschka While plotting the decision boundary (a line in this case, since the number of features considered = 2) I can't f …
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ADALINE simple implementation with 2 features bug

The class boundary equation should be $$ w1 * x1 + w2 * x2 + b = 0.5 $$ instead of $$ w1 * x1 + w2 * x2 + b = 0 $$ since the threshold for prediction is 0.5
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