| increasing the number of model parameters has a good chance to create a generative model whose statistics better match the observed data |
| decreasing the number of model parameters leads to simpler models |
| doubling the amount of model parameters will decrease the error of the model by 50% |
| doubling the amount of model parameters will increase the error of the model by 50% |