Research Article
Convolutional Neural Network-Based Discriminator for Outlier Detection
Algorithm 1
Creating dataset
for training the proposed discriminator.
(1) | : Input: a dataset of genuine instances , number of classes | (2) | : for every instance in do: | (3) | : for every class value c do: | (4) | : ifdo: | (5) | : insert the instance , in | (6) | : else: | (7) | : insert the instance in | (8) | : end for//every class | (9) | : end for//every instance | (10) | : Replicate every instance of the form times | (11) | : Output |
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