手写K均值K_means和模糊C均值FCM算法对Iris鸢尾花数据集聚类以及图像聚类分割
数据集:Iris
pandas
numpy
cv2
matplotlib
鸢尾花数据集有四维特征,这里只展示前三维。
原图片如下。 聚类分割结果如下,簇数分别为4、6、8。鸢尾花数据集有四维特征,这里只展示前三维。同时,由于FCM算法得到的是隶属度矩阵,为了展示,取每个样本隶属度最大的作为其聚类结果。
分别用K均值K_means和模糊C均值FCM算法对Iris鸢尾花数据集聚类以及图像聚类分割
手写K均值K_means和模糊C均值FCM算法对Iris鸢尾花数据集聚类以及图像聚类分割
数据集:Iris
pandas
numpy
cv2
matplotlib
鸢尾花数据集有四维特征,这里只展示前三维。
原图片如下。 聚类分割结果如下,簇数分别为4、6、8。鸢尾花数据集有四维特征,这里只展示前三维。同时,由于FCM算法得到的是隶属度矩阵,为了展示,取每个样本隶属度最大的作为其聚类结果。
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