Assess the suitability of the currently implemented BagOfWords based model, since it does not consider contextual information and processes words as an unordered collection. Additionally, the model is not recursive, meaning it does not consider previous words when weighing the current word.
A test with a second technique that addresses these issues should be assessed for comparative accuracy, and replace the current model if superior.
Assess the suitability of the currently implemented
BagOfWordsbased model, since it does not consider contextual information and processes words as an unordered collection. Additionally, the model is not recursive, meaning it does not consider previous words when weighing the current word.A test with a second technique that addresses these issues should be assessed for comparative accuracy, and replace the current model if superior.