Android : How to define an "On/Off" Check box in android

I want to design a layout having a checkbox similar to the image below

How do I achieve this.

I tried the following but it's not the result I want :

          <CheckBox
            android:id="@+id/chkBox"
            android:layout_width="wrap_content"
            android:layout_height="wrap_content"
            android:text="On"
            android:textColor="#000"
            android:textSize="17sp" />