probability questions involving pattern classification
- From: "Fil s." <f_s_o_a_r_e_s@xxxxxxxxxxx>
- Date: Mon, 6 Feb 2006 23:42:06 -0500
Hi Everyone,
I was wondering if any one can help me out with the following
problem(s). I am working on a pattern classification questions and i
was wondering if someone had any input to give me
1)write a procedure to calculate the discriminant function
gi(x) = -1/2(x-µi)tΣi-1(x-µi) ? (d/2)ln2pi ? (1/2)ln|Σi| +
lnP(Wi) for a given normal distribution and prior probablility P(Wi)
2)Write a procedure to calculate the Euclidean distance between two
arbitrary points
3)Write a procedure to calculate the Mahalanobis distance between the
mean µ and an arbitrary point x given the covariance matrix Σ
.
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