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2 . 6 Using the Axiom of Completeness i = 1 n a i = F ( x ) - F ( x ' )

2.6 Using the Axiom of Completeness i=1nai=F(x)-F(x'), where ai denotes the attribution of variable
i to the output F(x) at input vector x in comparison to output F(x') at baseline input x', one can verify
the correctness of numerical calculation of attribution ai for all i's. But for this one needs to
evaluate ai for AAi, which can be daunting particularly for classification of high-resolution images.
However, if one is interested in evaluating and validating attributions for only a subset tilde(x) of the set x of
all input variables (i.e. specific input vectors x and x' are different instances of x), then which one of the
below expressions should one use in place of the original expression above:
a) and {:x-(tilde(x))-=x')-F(x')
b) and {:x-(tilde(x))-=x')-F(x')
c),iintilde(x)?ai=F(x)-F(x')
d) none of the above.
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