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This assignment requires you to write a technical report on a classification dataset of your choice. You should first give a background literature review on the topic of the dataset, you should then provide a design of the neural network used including justifications of design choices. You should comment on how well the network performed and cite the performance data such as the classification accuracy, confusion matrixes and performance under noise. Finally you should give observations on the suitability of neural networks to solve the chosen problem.

Intelligent Systems Assignment 1 (50% 3000 words)


Summary
This assignment requires you to write a technical report on a classification dataset of your choice. You should first give a background literature review on the topic of the dataset, you should then provide a design of the neural network used including justifications of design choices. You should comment on how well the network performed and cite the performance data such as the classification accuracy, confusion matrixes and performance under noise. Finally you should give observations on the suitability of neural networks to solve the chosen problem.

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