1. Combine shredded cabbage, shallots, water chestnuts and almonds in a large bowl. Set aside.
2. In a separate bowl, whisk together all the ingredients for the dressing and refrigerate until ready to serve.
3. Just before serving, pour dressing over salad and gently combine.
4. Scatter cabbage noodles over top and serve immediately.