2021-03-19 17:21:00 +00:00
|
|
|
# Shallow Neural Network Training Coursework
|
2021-03-02 19:21:47 +00:00
|
|
|
|
2021-03-22 20:49:29 +00:00
|
|
|
Evaluating a neural network using the MatLab `cancer_dataset`. Development contained in the [nncw.ipynb](nncw.ipynb) notebook.
|
2021-03-02 19:21:47 +00:00
|
|
|
|
|
|
|
|
1. Evaluate the network's tendency to overfit by varying the number of epochs and hidden layers being used
|
|
|
|
|
2. Multiple classifier performance using majority vote
|
|
|
|
|
3. Repeat 2 with two different optimisers (`trainlm`, `trainrp`)
|
|
|
|
|
4. ***Extension***: Distinguish between two equi-probable classes of overlapping 2D Gaussians
|
