What is the of this feature (classification, regression, clustering)?
Create a new feature by multiplying or concatenating two existing features. File: ProjectMyriamLifeandExplorations-ch3.10a-...
Look at the data in the file to find two or more variables that, when combined, tell a more powerful story than they do individually (e.g., combining "location" and "time of day" to identify "peak usage hours"). What is the of this feature (classification, regression,
Here is how to approach developing a deep feature based on your file ProjectMyriamLifeandExplorations-ch3.10a : Here is how to approach developing a deep
Use visualization to ensure the feature helps separate classes or predict continuous values more clearly. To provide a more specific solution, I would need to know:
Check if the new feature improves the model's performance metrics (e.g., accuracy, loss, AUC).
Use methods like Principal Component Analysis (PCA) to represent complex data structures in fewer dimensions.