Deep Learning, Machine Learning, Artificial Intelligence, Loss Function, Neural Networks.
1), ŷ is the predicted probability (ranging from 0 to 1), log is the natural logarithm, and w_pos and w_neg are the positive and negative weights, respectively. The first term of the equation calculates the loss when the true label is 1, and the second term calculates the loss when the true label