Which of the following statements is true?

A$.$

Bagging improves accuracy by taking the sign of the sum of predicted values of each round.

B$.$

Same data item will only appear once in a round in bagging.

C$.$

Different weight is assigned to each data item in bagging.

D$.$

In bagging, if we have $100$ samples, then we will do $99$ rounds.