The table below is the training data with $n=4$ observations of a continuous input $x$ and a qualitative output $y($the colour is blue or red$).$

NOTE$-$PLASE GIVE HANDWRITTEN ANSWER AS THEY ARE EASIER TO UNDERSTAND.