You are trying to predict if a consumer who was targeted by a marketing campaign will purchase your company's product or not. You build a logistic model to make that prediction and train it on a data set with 6 examples. The table below tells you whether the consumers in your data purchased the product or not. Consumer Purchased product? No Yes 3 Yes 14 No 15 Yes No Let P, be the probability that consumer i purchases the product. The logistic regression estimates will be obtained as the result of the maximization of which likelihood function? O PIP2P3PaPsP6 o (1-PıX1-P.)(1-P:X1-P.)(1-Ps)(1-Pe)

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