I think, you don’t need this [checked]="choice === defaultChoice". Try this :
<input type="radio"
id="{{ groupName + choice }}"
name="{{groupName}}"
[value]="choice"
[(ngModel)]="defaultChoice"
(ngModelChange)="choose($event)" />
When [value] = [(ngModel)] the radio is selected.