Question: Consider a simplified logistic regression problem.Givenmtraining samples (x, y),i=1, . . . , m. The dataxiR(note that we only have one feature for each sample),

Consider a simplified logistic regression problem.Givenmtraining samples (x, y),i=1, . . . , m. The dataxiR(note that we only have one feature for each sample), andyi{0,1}. To fit a logistic regression model for classification, we solve the following optimizationproblem, whereRis a parameter we aim to find

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