The Importance of Modeling Tuning and Model Validation
Preparing a product formulation dataset for predictive modeling is neither a trivial nor glamourous task. Dataset assembly commonly presents numerous challenges along the route from locating the relevant data, to structuring it, and detecting and resolving anomalies. It’s a major milestone to find yourself at the point of being ready to build a model. [...]