Machine Learning, Data Science, Conditional Random Fields, Graphical Model, Handwriting Recognition.
anything other than the alphabet set and converted the filtered tokens to lower-case. A total of 18,859 words were extracted this way which were then split 80–20 into training and test sets respectively, stratified on word length. To compose the actual training and test sets for CRF model, I used