Machine Learning, Data Science, Conditional Random Fields, Graphical Model, Handwriting Recognition.
reduced” CRF model shown above follows the Markov property as shown for variable Y₂ below. As shown, the conditional probability of Y₂ given all other variables finally depends only on its neighboring nodes. Variable Y₂ satisfying the Markov property, conditional depends only on neighboring