Section 19.6.5 noted that the output of the logistic function could be interpreted as a probability p assigned by the model to the proposition that f(x)=1; the probability that f(x)=0 is therefore 1 – p. Write down the probability p as a function of x and calculate the derivative of log p with respect to each weight wi. Repeat the process for log(1-p). These calculations give a learning rule for minimizing the negative-log-likelihood loss function for a probabilistic hypothesis. Comment on any resemblance to other learning rules in the chapter.
Throughout history, the actions of soldiers have played a critical role in shaping public opinion about the monarchy and its rule. As representatives
Throughout history, the actions of soldiers have played a critical role in shaping public opinion about the monarchy and its rule. As representatives of the sovereign authority, military personnel were expected to uphold law and order, defend the state’s interests <a href=” Dash World</a>, and maintain stability within the territories