How to recover deleted text message in Android?

You will not be able to retrieve the the deleted messages on your Android like you do it on your Windows PC. You will need to Install third party app(s) for the purpose.
Please remember that the deleted message stays in the memory only until the space on which it has been saved is not rewritten. Once the memory is rewritten, the message is gone completely.
One of the useful third party app that can be used for the purpose is Dr.Phone from Wondershare. You can download and installinstall it on your PC. Launch the app and follow the on screen instructions. You can get the app at http://www.wondershare.com/data-recovery/android-data-recovery.html

You can use Wondershare Dr. Fone for Android for recovering deleted messages on you smartphone. Follow these steps:

1. Download and install the software on your PC.

2. Enable the USB Debugging mode on your smartphone.

3. Connect it with your PC and open the Dr. Fone app.

4. Now, follow the on-screen instructions to recover the deleted messages.