Step 1: Understand the meaning of half-life.
Half-life is an important concept in radioactivity. It represents the time required for the number of undecayed radioactive nuclei in a sample to reduce to half of its initial value.
If initially the number of nuclei is
\[
N_0,
\]
then after one half-life,
\[
N=\frac{N_0}{2}
\]
Step 2: Analyze the given options.
Option (1):
This is incorrect because radioactive decay theoretically never becomes completely zero.
Option (2):
This is incorrect because radioactive decay starts immediately and spontaneously.
Option (3):
This correctly defines half-life as the time required for half of the radioactive sample to decay.
Option (4):
This statement is not the standard definition of half-life.
Step 3: Final conclusion.
Hence, the correct definition of half-life is
\[
\boxed{\text{The time needed for half a sample to decay}}
\]