Gregor Aisch outlines better color options for data visualization:
Well, the main problem is that the value component of HSV is just a measure for the physical lightness of color, but not for the perceived brightness. Thus, fully saturated yellow has the same “value” as blue. The same is true for the HSL color space.
(via: Dr. Eric Bruning)