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Table of Contents
On the Number of Hidden Units
- Rule of thumb: halfway between number of inputs and outputs
- Quora link
\[8 \leq \text{number of hidden units} \leq \text{twice the number of inputs} \]
On the Learning Rate
\[ 0.001 \leq \alpha \leq 0.1 \]
When considering the learning rate calculate \[\frac{\alpha}{\text{number of records}}\] and see if it's too small or too larg.e