List of Todo

[nileshprasad137]

• 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)