Machine Learning Choice Questions

You are part of a data science team that is working for a national fast-food chain. You create a simple report that shows trend: Customers who visit the store more often and buy smaller meals spend more than customers who visit less frequently and buy larger meals. What is the most likely diagram that your team created?

multiclass classification diagram

linear regression and scatter plots

pivot table

K-means cluster diagram