Boltzmann machine: Each un-directed edge represents dependency. In this example there are 3 hidden units and 4 visible units. This is not a restricted Boltzmann machine.Reconstruction is different from regression or classification in that it estimates the probability distribution of the original input instead of associating a continuous/discrete value to an input example.