If your interest is in the algorithm itself applied to this scale:
Knowing the origin will help in finding the specific "deep paper" or documentation you need. 100K RF FACEBOOK.xlsx
: A "100K" dataset might contain performance metrics for 100,000 ad sets. The "RF" would refer to the Random Forest model used to determine which factors (bid price, creative, frequency) lead to the best conversion. 3. Fake News & Bot Detection If your interest is in the algorithm itself
: Random Forest is preferred for 100K-row datasets because it handles high-dimensional data (many columns in an .xlsx) without the extensive preprocessing required by deep learning. 100K RF FACEBOOK.xlsx
: Optimizing Facebook ad campaigns using Random Forest for ROI prediction.