Application of the Variable Precision Rough Sets Model to Estimate the Outlier Probability of Each Element
Pseudo-code of the βμ_PROB algorithm.
βμ_PROB (U, X, R, PDF()): P
1 OUTLIERS = FIND_OUTLIER_REGION (U, Apply probability distribution PDF for each
X, R) region
2 for each For every element of the universe
P[e] = 0 Initial probability
3 for each For each rectangle of exceptionality
4 P[e] = P[e] + PDF(rect) Accumulate the probability of each rectangle
5 return P Return P
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