Support vector machine (SVM): | SVMs can be robust, even when the training sample has some bias. | Poor in process large dataset. | Low | Medium | Expensive | This method is very effective for large training datasets. |
Artificial Immune System (AIS): | Self-Organization/easy in integration with other systems/fault tolerance. This model only needs positive examples to train on, generating detectors (ALCs) with negative selection method. | Need high training time in NSA. | Very fast | Good | Inexpensive | It can be used to distinguish between self and non-self, or more appropriately, between harmful non-self and everything else. |