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# Description of Assignment 4
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[# Description of Assignment 4
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### Author: [Fotios Lygerakis](https://github.com/ligerfotis)
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### Author: [Fotios Lygerakis](https://github.com/ligerfotis)
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### Implement the Perceptron algorithm for classification of the Iris dataset.
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### Implement the Perceptron algorithm for classification of the Iris dataset.
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* Use LinearRegression() from sklearn.linear_model to train a linear regression model.
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* Use LinearRegression() from sklearn.linear_model to train a linear regression model.
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* Use mean_squared_error() from sklearn.metrics to calculate the mean squared error of the linear regression model.
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* Use mean_squared_error() from sklearn.metrics to calculate the mean squared error of the linear regression model.
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* Compare the mean squared error of the linear regression model with the mean squared error of the multilayer perceptron model.
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* Compare the mean squared error of the linear regression model with the mean squared error of the multilayer perceptron model.
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