Seonglae ChoShifting factor
Can be come from intrinsic not due to the lack of data
의사결정 과정에서의 왜곡된 경향으로 Bias가 높다는 것은 모델이 복잡한 패턴을 충분히 학습하지 못한 상태를 의미한다
bias indicates the prediction in the absence of any other features in the record.
rather caused by that the family of models fundamentally cannot approximate the ground truth not data
Inductive Bias, Extrinsic Bias and Intrinsic Bias do not have to be classified since most of the factors are considered to become them at the same time
Bias Notion