Q$12.$ Given the data with $2$ features, $F1$ and $F2,$ and a label $L.$ Assume that $E(\frac{L}{F}1)=1\mathrm{.}8,$ and $E(\frac{L}{F}2)=0\mathrm{.}2.$ Which feature best splits the data into more pure subsets with respect to L$?$

$($A: Feature F$2$

C: Feature F$1$

$($B$.)$ It depends on the entropy of $L$

D: Both F$1$ and F$2$ will split the data into pure subsets