Logistic regression

Imagine that you want to compare three logistic regression models that classify cats and dogs.

You know the values of the log-loss function for each model.

$$LL_1 = 0.247; \ LL_2 = 0.461; LL_3 = 0.308$$.

Your task is to find out which model is better and provide its log-loss value.

Tip: To find the optimal weights we minimize the log-loss function.