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