Step 1: Understand Cannizzaro Reaction.
The Cannizzaro reaction is a redox reaction in which two molecules of non-enolizable aldehydes (those without an \(\alpha\)-hydrogen) react in the presence of a strong base to form an alcohol and a carboxylate salt. Typically, this reaction occurs between two molecules of aldehydes without \(\alpha\)-hydrogens.
Step 2: Identify aldehydes that undergo Cannizzaro reaction.
- \(CH_3CHO\) (acetaldehyde) has an \(\alpha\)-hydrogen and thus can undergo aldol condensation but not Cannizzaro reaction. So, \(CH_3CHO\) does not undergo the Cannizzaro reaction.
- \(HCHO\) (formaldehyde) and other aldehydes like \(C_6H_5CHO\) (benzaldehyde) undergo the Cannizzaro reaction because they do not have \(\alpha\)-hydrogens.
Step 3: Analyze each option.
- \((CH_3)_3CCHO\) (acetone) does not have \(\alpha\)-hydrogens, but this molecule would not typically undergo Cannizzaro reaction because it is a ketone and not an aldehyde. However, this is a misleading point in some contexts because the reaction described is for aldehydes.
- \(C_6H_5CHO\) (benzaldehyde) can undergo Cannizzaro reaction as it is non-enolizable.
- \(C_6H_5COC_6H_5\) (benzophenone) is a ketone and does not undergo Cannizzaro reaction directly. But it is again not part of aldehyde reactions.
- \(CH_3CHO\) (acetaldehyde) has \(\alpha\)-hydrogens and cannot undergo Cannizzaro, as it undergoes other reactions like aldol condensations. Hence, option \((4)\) is correct.
Step 4: Conclude.
Since acetaldehyde (\(CH_3CHO\)) has \(\alpha\)-hydrogens, it does not undergo Cannizzaro reaction. Thus, the correct answer is option \((4)\).
Step 5: Final Answer.
Hence, the correct answer is:
\[
\boxed{CH_3CHO}
\]
which matches option \((4)\).