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compute a cost function, we update the weights (using gradients) in the idea of minimizing the cost function, and then we have evaluation metrics. Fig 5. logistic algorithm flow. Source from: here We are now discussing some concepts that will be fundamental to understanding the algorithm. Sigmoid