kmeans.py 文件源码

def quality(labeled: Dict[Centroid, Sequence[Point]]) -> float:
    'Mean value of squared distances from data to its assigned centroid'
    return mean(dist(c, p) ** 2 for c, pts in labeled.items() for p in pts)