The second one is to find a suitable training set that also covers all possible data to be classified. The first one is to find the minimal set of features that presents all maximum diversity within the universe of study. The basis for pattern recognition rests on two corner stones. Very seldom someone is unable to identify his own writing. Very seldom one is unable to identify one's own writing. Despite such wide range of variation possibilities, some elements tend to remain unchanged in a way that other people, in general, can recognize one´s writing and even identify the authorship of a document. People have different writing “style”, which may vary according to psychological state, the kind of document written, and even physical elements such as the texture of the paper and kind of pencil or pen used. Handwritten character recognition is a task of high complexity even for humans, sometimes.
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