The Scientific World Journal / 2015 / Article / Alg 1

Research Article

Convalescing Cluster Configuration Using a Superlative Framework

Algorithm 1

Steps in discretization.
Phase I: Discretization
Input:
Data objects    of the Dataset    with “” continuous attributes
Arity” – the number of intervals (stopping condition)
Output:
Dataset with discretized values for attributes
(1) FOR each continuous valued feature in
(2)  Repeat (3) to (7) until stopping condition is reached based on
(3)    = Sort () based on
(4)   Select the cut-point cp
(5)   Evaluate cp
(6)   IF cp not satisfied goto (4)
(7)   Split
(8)  Assign rank to the data points in (Quantile Binning)
(9) END FOR