Thanks Leppo.
Now I am able to launch the app. Here I am getting one more error
Exception in thread "main" org.openqa.selenium.remote.SessionNotFoundException: no such session
Let me know if you faced this anytime. I am using Mac 10.11.6 to automate android 6.0.1 and appium 1.5.3.