If someone chickens out of something they were intending to do, they decide not to do it because they are afraid. [informal]
His mother complains that he makes excuses to chicken out of family occasions such as weddings. [VERB PARTICLE + of]
I had never ridden on a motor-cycle before. But it was too late to chicken out. [VERB PARTICLE]