Answer
0.2868, it might not apply.
Work Step by Step
$P(X=10)={12\choose 10} \cdot (0.805)^{10}\cdot (0.195)^2=0.2868.$ This probability might not apply for the author because all his flights fly from New York, whereas the probability stands for randomly selected flights.