The HMM probabilities u and aij are initialized to uniform values of {fraction (1/N)}. The “assisted” method and the reasons for it are discussed below. During training, components are removed (pruned) if the corresponding cjmz is “small”, indicating an insufficient number of samples ...
6.Select the floor (SQRT (number of rows)) at uniform chance using the Mersenne Twister algorithm. Repeat the call if a row would otherwise be selected twice to select r rows. Using the SQRT of the number of rows is not as good as using all of the rows, but is almost as good and...