New: unsupervisedlearningAll contenthive-129948hive-196917krsteemhive-166405hive-183959zzanhive-180932hive-150122photographyhive-185836uncommonlablifehive-183397hive-144064bitcoinhive-188619krsuccesshive-139150hive-124908hive-101145hive-103599hive-180301hive-109690hive-179660TrendingNewHotLikersxiaozhi666 (33)in affinitypropagation • last year探索Affinity Propagation聚类算法的核心机制Affinity Propagation (AP)是一种基于数据点之间相似度的聚类算法。不同于K-means聚类，AP不需要预先设定聚类数量，它通过迭代的方式找到数据的最佳聚类结构。这个算法的核心是在数据集中识别出“代表点”来作为各个聚类的中心，从而确保每个聚类的内部相似度尽可能高，而不同聚类之间的相似度尽可能低。…alketcecaj (55)in machinelearning • 7 years agoWhat is the difference between supervised and unsupervised learning algorithms?I’ll try to explain it in an intuitive way through two examples: Supervised An example of supervised learning algorithm can be a credit card fraud detection, where the learning algorithm is…