The Scientific World Journal / 2014 / Article / Alg 3

Research Article

Satellite Fault Diagnosis Using Support Vector Machines Based on a Hybrid Voting Mechanism

Algorithm 3

.
Input: sample set for training (including normal data and fault data): (),
is the eigenvalue, and y is the classifying label.
Output: combined decision value
(1) generate single model for each fault using the data of ;
(2) establish the weight for each model ;
(3) computer the decision functions of the data record using ;
(4) make the combined decision of the data record using combined classifiers:
  .

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