# Logistic Regression

$$ y*n = \frac{1}{1 + e^{-w^Tx*n}}$$

$$ \prod*{n = 1}^{N} {y*n}^{t*n}{(1 - y*n)}^{(1 - t_n)}$$

$t*n$ is the target binary value.
$x*n$ loops through each item in the dataset

Monday, 18 March 2019 09:48 GMT

$$ y*n = \frac{1}{1 + e^{-w^Tx*n}}$$

$$ \prod*{n = 1}^{N} {y*n}^{t*n}{(1 - y*n)}^{(1 - t_n)}$$

$t*n$ is the target binary value.
$x*n$ loops through each item in the dataset

Monday, 18 March 2019 09:48 GMT