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.
ince the 1960’s we have seen a steady stream of more women entering the workplace. The 2000’s brought more women to senior leadership positions. This
ince the 1960’s we have seen a steady stream of more women entering the workplace. The 2000’s brought more women to senior leadership positions. This shift in the workforce has created challenges and opportunities for all. Increased sexual harassment cases, balancing life and family, and equal wages and job opportunities