Predicting financial need classification from ASC case notes using TFIDF as calculated metric to summarize 6 months of free text for each case
7_prep_tfidf exports a dataset with the TFIDF, which is then fed into random forest and xgboost models for grid search. The inclusion of TFIDF helped improve F1 accuracy by up to 10%
Final accuracy .72
TFIDF reference