NLP, Python, Transformers, Data Science, Linear Regression.
test_size is set to 20%. After several experiments, I found that the model has a hard time capturing any linear relationship between the score and the essays, given that the R2 score equals negative numbers. Thus, I decided to take a log10 transformation of the target variable. Since the model had