wolffd@0: function L = log_prob_node(CPD, self_ev, pev) wolffd@0: % LOG_PROB_NODE Compute sum_m log P(x(i,m)| x(pi_i,m), theta_i) for node i (discrete) wolffd@0: % L = log_prob_node(CPD, self_ev, pev) wolffd@0: % wolffd@0: % self_ev(m) is the evidence on this node in case m. wolffd@0: % pev(i,m) is the evidence on the i'th parent in case m (if there are any parents). wolffd@0: % (These may also be cell arrays.) wolffd@0: wolffd@0: [P, p] = prob_node(CPD, self_ev, pev); % P may underflow, so we use p wolffd@0: tiny = exp(-700); wolffd@0: p = p + (p==0)*tiny; % replace 0s by tiny wolffd@0: L = sum(log(p));