[pymvpa] ROC

Yaroslav Halchenko debian at onerussian.com
Thu Oct 2 05:15:31 UTC 2008


> OK, I took a look.  I don't think they should be the same.  An ROC
> assumes that if you shift your criterion all the way to one side you
> get 0 false and true positives and to the other side you always get
> true and false positives.
correct ;-)

> In other words, you have to pad the points.
not necessarily... like in my examples... for crit>0.5 you get 0 tp, and
0 fp, for crit<0.5, you get 1.0 for tp, and 1.0 for fp ;-) (I leave it
up to anyone to decideto which outcome you assign when crit=0.5)

>  Also, depending on the number of points you have in the middle, your
> estimate should will change.
correct... but in the given cases there is no points in the middle ;)

-- 
Yaroslav Halchenko
Research Assistant, Psychology Department, Rutgers-Newark
Student  Ph.D. @ CS Dept. NJIT
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        101 Warren Str, Smith Hall, Rm 4-105, Newark NJ 07102
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