chicken out

[chicken out] {v. phr.}, {informal} To stop doing something because of fear; to decide not to do something after all even though previously having decided to try it.

I used to ride a motorcycle on the highway, but I've chickened out.

I decided to take flying lessons but just before they started I chickened out.