manhattan vs euclidean distance
— L2 (Euclidean)
— L1 (Manhattan)
drag the points
L2 =
·
L1 =
·
=
·
Lp unit ball: all vectors where the Lp norm of x is at most 1
p =
2.0
p
2.0
L1
L2
L∞