sprial classifier chemistry

sprial classifier chemistry

spiralquot; in the real world. But it is one of the more complex yet easy to visualize non linear datasets. The playground in y...1

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This is an example of vanilla Tensorflow playground with no added features and no modifications. The run for Spiral was between 187 to 300 Epoch, depending. I used Lasso Regularization L1 so I could eliminate coefficients. I decreased the batch size by 1 to keep the output from over fitting.

There are many approaches to this kind of problem. The most obvious one is to create new features. The best features I can come up with is to trans... 183; 11Ideally neural networks should be able to find out the function out on it's own without us providing the spherical features. After some experimenta...7By cheating... theta is $\arctan$, $r$ is $\sqrt{}$. In theory, $x^2$ and $y^2$ should work, but, in practice, they somehow failed...3This is an example of vanilla Tensorflow playground with no added features and no modifications. The run for Spiral was between 187 to 300 Epoch,...0The solution I reached after an hour of trial usually converges in just 100 epochs. Yeah, I know it does not have the smoothest decision boundary...0You can increase no of hidden layers. Following is an example .0
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