db.delete(TABLE_NAME, null, null);
or, if you want the function to return the count of deleted rows,
db.delete(TABLE_NAME, "1", null);
From the documentation of SQLiteDatabase delete method:
To remove all rows and get a count pass "1" as the whereClause.