Generally, if the alleged father and child share a DNA type in common at all markers, it is concluded that he is the biological father. Otherwise, he may not be the father.
While the complete answer is a bit more complicated, this generalization applies to the majority of the cases.
The answer to this is best explained on the Science of Paternity and Paternity Statistics.
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