Re:Multilabel time series classification with LSTM
by jacek on Wednesday December 14, 2016 @08:27AM
(#13175751)
That's true, according to the paper improvement over MLP is negligible. It looks like the model is very small and that might be a reason for relatively low performance.
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Re:Multilabel time series classification with LSTM
by zackchase on Thursday December 15, 2016 @06:38AM
(#13183895)
The performance of multilayer perceptrons and linear models is significant. The paper additionally allows the MLP and linear models to "cheat" by giving them heavily hand-engineered features incorporating extensive prior knowledge. Even with this benefit, the LSTM outperforms the baselines, but the improvement is considerably smaller.