Hello Emer,
As per my understanding, you need to know which of, “feedforwardnet”, “fitnet”, "cascadeforwardnet", and “newff’ functions, can be used to create a neural network with eleven inputs and one output.
The choice of the appropriate neural network function in MATLAB depends on the complexity of the problem.
You can use “feedforwardnet” or “fitnet” to create your neural network.
Both functions are used for creating and training neural networks. However, "fitnet” is used for specialized versions of the feedforward network including fitting.
Please refer the following links to know more about “feedforwardnet”, “fitnet”, and difference between the two functions.
- feedforwardnet: https://www.mathworks.com/help/deeplearning/ref/feedforwardnet.html
- finet: https://www.mathworks.com/help/deeplearning/ref/fitnet.html
- Difference between “feedforwardnet” and “fitnet”: https://www.mathworks.com/matlabcentral/answers/35772-what-is-the-difference-between-feedforwardnet-with-fitnet
I hope this helps answer your query.
