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09/19/===Fall 2017 accounts setup and get familiar with the rules===<onlyinclude>
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[[Yang Zhang]] [[Work Logs]] [[Yang Zhang (Work Log)|(log page)]]
2017-09-28: the LSTM model achieves 67% testing accuracy
2017-09-26: modify the previous model and train on the "longdescriptionindu.txt"
2017-09-22: the two models both can achieve 90+% training accuracy and ~60% testing accuracy. Notice that the task is hard even for humans and thus 60% is acceptable, plus the baseline is under 10% for random guessing
2017-09-21: start to build two different kinds of deep neural networks (Convolutional and LSTM) to classify the companies' industry, specifically for the file "Descriptions.txt"
2017-09-19: accounts setup and get familiar with the rules
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[[Category:Work Log]]
