$($B$)$ Explain how you arrived at your recommendation using the software output, and describe the underlying intuition based on the reported attribute importances and preferences for levels that are derived from the data collected.

$($C$)$ Include a justification of the decision rule $($first$-$choice vs$.$ share of preference$)$ that you used? $4$ points.