Generally speaking logicians prefer the former of the two you mention. Induction takes us from empirical premises to empirical conclusions supported by the premises, but not deductively entailed by them. Thus, inductive arguments allow us to infer
probable conclusions beyond the content of the premises. For a fuller explanation I recommend Graham Priest's
Logic: A Very Short Introduction.
Hope this helps.
