I think there's a case to be made that data contains bias, ie. previous arrests, encoding the bias of the past arresting officer, but the algorithms don't conta

I think there's a case to be made that data contains bias, ie. previous arrests, encoding the bias of the past arresting officer, but the algorithms don't contain bias. Unless you could explain how logistic regression is biased.