Rstclair2012 (Talk | contribs) |
Rstclair2012 (Talk | contribs) |
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<img src="https://static.igem.org/mediawiki/2017/archive/2/20/20170929214604%21T--Florida_Atlantic--owlbanner.png"> | <img src="https://static.igem.org/mediawiki/2017/archive/2/20/20170929214604%21T--Florida_Atlantic--owlbanner.png"> | ||
− | + | <div align='justify'> | |
<div class="column full_size"> | <div class="column full_size"> | ||
<h3 style=" font-size:24px ; ">Model</h3> | <h3 style=" font-size:24px ; ">Model</h3> | ||
− | <h4>LSTM Machine Learning Model</h4> | + | <center><h4>LSTM Machine Learning Model</h4></center> |
− | <img src="https://static.igem.org/mediawiki/2017/e/ee/T--Florida_Atlantic--LSTMGraph.png"> | + | <form><fieldset> |
+ | <p style=" font-size:18px ; ">The LSTM model contained two lstm layers | ||
+ | with 300 nodes each. The first lstm layer used dropout with a dropout | ||
+ | probability of 0.5 to avoid overfitting the training data. The third | ||
+ | layer of the network was a fully-connected layer with 150 nodes and | ||
+ | hyperbolic tangent activation function. The output layer contained two | ||
+ | nodes with a softmax activation function.<p> | ||
+ | |||
+ | </fieldset> | ||
+ | </form> | ||
+ | |||
+ | <img style="max-width:95%;border:3px solid darkred;"src="https://static.igem.org/mediawiki/2017/e/ee/T--Florida_Atlantic--LSTMGraph.png"> | ||
Latest revision as of 21:54, 1 November 2017
Florida_Atlantic