Thursday, 14 April 2016

Busting Past 98% Accuracy

I was working on a document and expected to take a few hours ... so I thought, why not try a longer neural network training session to see if I could break past 98% performance.


The neural network architecture and training was boosted to:
  • 300 hidden layer nodes
  • 30 training epochs
  • rotate training images +/- 10 degrees.
That took about 3 hours on my laptop!

The resultant performance did indeed break the previous record .. at 98.03%

 

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