神經(jīng)網(wǎng)絡中的權(quán)重衰減(L2正則化)與Dropout相比,主要區(qū)別是:
A. 權(quán)重衰減通過懲罰大權(quán)重來防止過擬合,而Dropout通過隨機丟棄神經(jīng)元來防止過擬合
B. Dropout通過懲罰大權(quán)重來防止過擬合,而權(quán)重衰減通過隨機丟棄神經(jīng)元來防止過擬合
C. 權(quán)重衰減和Dropout都是通過懲罰大權(quán)重來防止過擬合
D. 權(quán)重衰減和Dropout都是通過隨機丟棄神經(jīng)元來防止過擬合