MLF Quiz 1: 16 October 2022 (September 2022 term)

The ML team in a movie production company wanted to predict whether a movie will earn 100 cr or not by using some classification models. Therefore, the team collected presence/absence of various factors $\mathbf{x} = [x_1, x_2, x_3]$ from the movies in the past. The data and the corresponding labels are shown in the Table below.

Compute the loss of the model if they use

$u(z) = \begin{cases} 1, & \text{if } z \ge 0 \\ 0, & \text{otherwise} \end{cases}$

and $z = 0.5x_1 - 0.8x_2 + 0.4x_3$

Note: Enter the answer correct to two decimal places.

Note: Enter the answer correct to two decimal places.