M2 · Drawing the Line
Where the Numbers Came From
Walk a classifier downhill from nothing to a fitted weight and bias.
Set the weight to zero and the bias to zero. Now every patient gets the same answer, 0.5, whatever the marker says. That is where training starts, and its loss is 0.693.