Step 1: Understand the concept of band gap.
The band gap is the energy difference between the valence band and the conduction band of a solid.
It determines how easily electrons can move from the valence band to the conduction band and participate in electrical conduction.
Step 2: Compare the band gaps of different materials.
For metals,
\[
E_g \approx 0
\]
The valence and conduction bands overlap, so electrons move freely.
For semi-metals,
\[
E_g \approx 0
\]
or there is a very small overlap between bands.
For semiconductors,
\[
E_g \approx 0.1 \text{ to } 3\,\text{eV}
\]
Examples include silicon and germanium.
For insulators,
\[
E_g > 3\,\text{eV}
\]
and often ranges from \(5\) to \(10\,\text{eV}\) or even larger.
Therefore, insulators possess the largest band gap among the given materials.
Step 3: Final conclusion.
Hence, the class of materials having the largest band gap is
\[
\boxed{\text{Insulators}}
\]
and the correct option is
\[
\boxed{(4)}.
\]