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84% accuracy

Open Steve1820 opened this issue 7 years ago • 3 comments

I can't seem to replicate the 84% accuracy number.

I changed the hidden layers to 20-10-6.

Any clues?

Steve1820 avatar May 03 '18 12:05 Steve1820

Steve, I've been working on final exams and haven't gotten the chance to add full documentation yet to replicate the results from my final project (see issue #1).

There is some code I need to add sitting on my local machine, but the primary thing you're missing is the algorithm I used to hand engineer features to use as inputs to the nn. The best accuracy I could get without the hand engineered features, on the raw data, was around 65%, so you can shoot for that until I get some better docs up.

Most of the hand engineered features were linear transforms of raw data; since these features are important to replicating my best result I'll get them posted when I can.

minihat avatar May 03 '18 13:05 minihat

Cool thanks!

Great work by the way, hope you upload it soon so I can learn from you.

Just getting started with Tensorflow - super interesting.

Steve1820 avatar May 04 '18 08:05 Steve1820

Any updates on this? (on how you engineered the features)

Enochen avatar Nov 11 '18 19:11 Enochen