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What Justifies this Inductive Leap?

$\begin{displaymath}+\ \ \langle Sunny\ Warm\ Normal\ Strong\ Cool\ Change \rangle \end{displaymath}$

$\begin{displaymath}+\ \ \langle Sunny\ Warm\ Normal\ Light\ Warm\ Same \rangle \end{displaymath}$

$\begin{displaymath}Concept:\ \ \langle Sunny\ Warm\ Normal\ ?\ ?\ ? \rangle \end{displaymath}$

Why believe we can classify the unseen

$\begin{displaymath}\langle Sunny\ Warm\ Normal\ Strong\ Warm\ Same \rangle \end{displaymath}$