tailieunhanh - Data Analysis Machine Learning and Applications Episode 1 Part 6

Tham khảo tài liệu 'data analysis machine learning and applications episode 1 part 6', kỹ thuật - công nghệ, cơ khí - chế tạo máy phục vụ nhu cầu học tập, nghiên cứu và làm việc hiệu quả | 152 Kurt Hornik and Walter Bohm Table 2. Formation of a third class in the Euclidean consensus partitions for the Gordon-Vichi macroeconomic ensemble as a function of the weight ratio w between 3- and 2-class partitions in the ensemble. India India Sudan India Sudan India Sudan Bolivia Indonesia India Sudan Bolivia Indonesia India Sudan Bolivia Indonesia Egypt TO India Sudan Bolivia Indonesia Egypt these 85 female undergraduates at Rutgers University were asked to sort 15 English terms into classes on the basis of some aspect of meaning . There are at least three axes for classification gender generation and direct versus indirect lineage. The Euclidean consensus partitions with V 3 classes put grandparents and grandchildren in one class and all indirect kins into another one. For V 4 brother sister are separated from father mother daughter son . Table 3 shows the memberships for a soft Euclidean consensus partition for V 5 based on 1000 replications of the AO algorithm. Table 3. Memberships for the 5-class soft Euclidean consensus partition for the Rosenberg-Kim kinship terms data. grandfather grandmother granddaughter grandson brother sister father mother daughter son nephew niece cousin aunt uncle Figure 1 indicates the classes and margins for the 5-class solutions. We see that the memberships of niece are tied between columns 3 and 5 and that the margin of nephew is only very small suggesting the 4-class solution as the optimal Euclidean consensus representation of the ensemble. Hard and .