cs501r_f2016:lab5
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| Note that you will need to pick the size of the hidden layer. Try different values, and see what works. | Note that you will need to pick the size of the hidden layer. Try different values, and see what works. | ||
| - | Adding a second layer, adjusting my initialization, changing my step size to 0.05, and running for 2000 epochs, I was able to achieve 92% classification accuracy. My new classification curve is shown in the first section of this document. | + | Adding a second layer, adjusting my initialization, changing my step size to 0.05, and running for 2000 epochs, I was able to achieve 92% classification accuracy. Using a larger steps size (0.1) allowed me to get to 94% accuracy. My new classification curve is shown in the first section of this document. |
| You are welcome (and encouraged!) to see what happens as you add more and more layers! | You are welcome (and encouraged!) to see what happens as you add more and more layers! | ||
cs501r_f2016/lab5.txt ยท Last modified: 2021/06/30 23:42 (external edit)
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