根据Pearson系数求两个用户的相似性
发布时间:2020-12-14 03:56:13 所属栏目:大数据 来源:网络整理
导读:templatetypename Tdouble ComputePearson(vectorTuser1,vectorTuser2){ double user1average = 0.0,user2average = 0.0; double sumuser12 = 0.0,temp1 = 0.0,temp2 = 0.0; for_each(user1.begin(),user1.end(),[](T num) //sum the average { user1average
template<typename T> double ComputePearson(vector<T>&user1,vector<T>&user2) { double user1average = 0.0,user2average = 0.0; double sumuser12 = 0.0,temp1 = 0.0,temp2 = 0.0; for_each(user1.begin(),user1.end(),[&](T num) //sum the average { user1average += num; }); user1average = user1average/user1.size(); for_each(user2.begin(),user2.end(),[&](T num) // sum the average { user2average += num; }); user2average = user2average/user2.size(); size_t size = user1.size() >= user2.size() ? user2.size():user1.size(); for (int i = 0 ; i < size; ++i) { sumuser12 += ((user1[i] - user1average)*(user2[i] - user2average)); } for_each (user1.begin(),user1.begin()+size,[&](T num) { temp1 += pow(num-user1average,2); }); for_each (user2.begin(),user2.begin()+size,[&](T num) { temp2 += pow(num-user2average,2); }); return sumuser12 / sqrt(temp1*temp2); } (编辑:李大同) 【声明】本站内容均来自网络,其相关言论仅代表作者个人观点,不代表本站立场。若无意侵犯到您的权利,请及时与联系站长删除相关内容! |