Man pages for andrew-mcinerney/nnic
Statistical-modelling approach to Neural Network
| log_likelihood | Calculates normal log-likelihood of neural network |
| nn_effect | Effect of input |
| nn_fit | Neural network fitting function using optim |
| nn_fit_tracks | nn_fit_tracks |
| nn_model_sel | Model selection for a MLP with a single hidden layer. |
| nn_model_sel_local | nn_model_sel_local |
| nn_pred | Network Output Function |
| nn_variable_sel | Variable Selection |
| prof_likelihood | Profile likelihood: function to find optimal weights when... |
| prof_likelihood_pred | Profile likelihood: function to calculate likelihood when... |
| remove_unit | Selects which hidden unit to remove based off of BIC |
| sigmoid | Sigmoid activation function |
| var_imp | Variable Importance |
| weight_recover | Function to rearrange weights due to weight space symmetries |
