Machine Learning, Data Science, Conditional Random Fields, Graphical Model, Handwriting Recognition.
the number of unique words in this entire dataset is just 24. Our hope is that CRF model will learn to label observations(xᵢ) which are character pixel vectors in our case that co-occur together. Although there are 6,877 unique examples in the dataset as far as character pixel vectors are