“Dongxu Zhang 2015-12-28”版本间的差异
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2015年12月28日 (一) 00:57的最后版本
Last Week
- change classifier to liblinear. slightly improve the performance.
- dropout some words from input can improve the performance. And dropout from both input and output results in similar performance.(try 1/10->1/5)
- with initialization and dropout, the performance improved a little.
- idf weight on sum of pooling(less), on sum of cost(more) hurt the performance.
This Week
- Tune the dropout ratio(1/2).
- summarize the classification accuracy on knn and liblinear.