(1) BPM  is constructive (near minimal construction).

(2) It is overfitting resistant.

(3) It is non iterative.

(4)It is suitable for noise cancellation.

(5) It use only useful patterns for learning.

Could anyone find any BPM weakness?

Article Border Pairs Method—constructive MLP learning classification algorithm

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