sarsoo/shallow-training
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity
Post-grad AI & AI programming coursework, neural network training and evaluation. Achieved 88%
2 Commits 1 Branch 0 Tags 309 MiB
Jupyter Notebook 97.6%
Python 2.1%
TeX 0.2%
MATLAB 0.1%
e1f2afb6de
Go to file
andy e1f2afb6de template MatLab script from nnstart, saved dataset to csv for possible py use
2021-03-02 19:21:47 +00:00
matlab template MatLab script from nnstart, saved dataset to csv for possible py use 2021-03-02 19:21:47 +00:00
.gitattributes Initial commit 2021-03-02 19:05:45 +00:00
features.csv template MatLab script from nnstart, saved dataset to csv for possible py use 2021-03-02 19:21:47 +00:00
README.md template MatLab script from nnstart, saved dataset to csv for possible py use 2021-03-02 19:21:47 +00:00
targets.csv template MatLab script from nnstart, saved dataset to csv for possible py use 2021-03-02 19:21:47 +00:00

README.md

Neural Network Training Coursework

Evaluating a neural network using the MatLab cancer_dataset.

  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