Consider a classification problem with three classes C1, C2 and C3 with the following costs and probabilities:

c(2|1) = 250, c(3|1) = 50, c(1|2) = 5, c(3|2) = 25, c(1|3) = 25, c(2|3) = 100,

p1 = 0.05, p2 = 0.60, p3 = 0.35.

You are given a data point x whose density values are f1(x) = 0.01, f2(x) = 0.85 and f3(x) = 1. To what class would you assign x?