B squared cost
WebJul 18, 2024 · The cleaned up data set with all NaN rows removed (Image by Author) At nearly 800k data points (n=782,668), this data set constitutes a very large sized data sample. WebSep 17, 2024 · Then, we also divide by $2$, because there is a square in the cost function. So, when we take the derivative (which we will, in order to optimize it), the square will generate a $2$ and cancel out. It's just aesthetics really. So anyway, the final function is: $$ J(\theta) = \frac{1}{2m}\sum_i (H_\theta(x^i) - y^i)^2 $$
B squared cost
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