Maybe not a graphics consideration but you might want to consider this especially if your implementation of ML uses r2_score as a metric. This is the default metric for most Python models and many of your ML models are non-linear (e.g., Boosting and Random Forests): Exploring a Third Metric for Stock Ranking Systems (Sklearn's r2_score)