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We solve a linear logistic regression problem using optimization by gradient descent flow methods

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Altabeh/Logistic-regression-and-gradient-descent-techniques

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Logistic-regression-and-gradient-descent-techniques

We solve a linear logistic regression problem using optimization by gradient descent methods

This code trains a logistic regression classifier using batch gradient descent, stochastic gradient descent, and mini-batch gradient descent.

Decision boundary comparison for the random dataset created in the code:

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The performance comparison shows that minibatch, in general, happens to have better accuracy and tends to be faster than the other two.

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We solve a linear logistic regression problem using optimization by gradient descent flow methods

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