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List of Todo #1

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6 of 10 tasks
nileshprasad137 opened this issue Apr 10, 2018 · 0 comments
Open
6 of 10 tasks

List of Todo #1

nileshprasad137 opened this issue Apr 10, 2018 · 0 comments

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@nileshprasad137
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nileshprasad137 commented Apr 10, 2018 •
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  • Properly handle Named Entity Recognition
  • Handle Punctuations
  • Look for suitable Machine Algo to train -PCA, SVM, Artificial Neural Networks, Multiple Linear Regression
  • Split into training and test set and train on all 8 sets of essays and calculate accuracy. Plot graphs. (Kappa Values)
  • Improve Spelling Accuracy
  • Add more features in dataframe
    - No. of Stop Words in Sentence
    - Average length of Sentence in an essay
  • Improve code modularity (if possible, least preference)
  • Normalize wrong spellings, word count (on Scale of 1-100)
  • Optimize code (Time Complexity and Space complexity)
  • If time permits, Use Word2Vec, TextRank to understand sentence Structure. ( Less preference)
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