sanyabt / nlp-cs2731 Goto Github PK

Is it possible to get features from neural networks in classification? If, yes how? And can we use it to compare classification with NN and Random Forests.

1. Data exploration and processing: statistics, visualization, clean tweets (diff processing options) - Raphael
2. Setup the random baseline for classification - HuiHui
3. Setup random forest classifier, with different parameters and metrics in proposal - HuiHui
4. Code to get features from random forest - Sanya
5. Comparison with baseline and winning model - how to do. - Sanya
6. Features: analyze, visualize, find in lexicons - Sanya

7 (possible). Similarity of emotions: find similarity between pairs of emotions, try grouping and running classifier again? Not sure about this.
8. Any other steps to add hypothesis to problem statement.