Here I have created a method in DataBase helper(sqlite) to remove Items from RecyclerView. In the example code first i have created deleteCallDetail method and after then In Adpter class I have used ClickListener, so that when we click on cross(Image)item that item will be removed from the RecyclerView list.

Step(1)- Create query for remove item in DataBase Helper(sqlite)

 public void deleteCallDetail(String number, String duration) {
        SQLiteDatabase db = this.getWritableDatabase();
        db.delete(TABLE_NAME, "CallNumber='" + number + "'and CallDuration='" + duration + "'", null);
        db.close();
    }

Step(2)Database Helper remove item Method call-

 holder.cross.setOnClickListener(new AdapterView.OnClickListener() {

            @Override
            public void onClick(View v) {

                // mListner.OnRemoveClick(position);
                DatabaseHelper databaseHelper = new DatabaseHelper(v.getContext());
                databaseHelper.deleteCallDetail(callData.getPhNumber(), callData.getCallDuration());
                callDataList.remove(position);
                notifyDataSetChanged();
            }
        });