Consider the training objective J$=||$Xw$-$t$||2$ with a constraint of $||$w$||2$ C for some constant C$.$

How would the hypothesis class capacity, overfitting$/$underfitting$,$ and bias$/$variance vary according to C$?$

Larger C

Smaller C

Model capacity $($large$/$small$?)$

$\_\_\_\_\_$

$\_\_\_\_\_$

Overfitting$/$Underfitting$?$

$\_\_$fitting

$\_\_$fitting

Bias variance $($high$/$low$?)$

$\_\_$ bias $/\_\_$ variance

$\_\_$ bias $/\_\_$ variance