| Algorithm 1. The decomposition algorithm of the OP-SVM |
|---|
Input: training data  , cost parameter 
|
| Initialize: |
 |
| Repeat |
| Compute: |
 |
| Choose a data point xi such that |
 |
| Update: |
 |
| Until Accuracy conditions are satisfied |
Output: dual parameters 
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