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.