Naive Bayes Classifier Class Attribute 0 1 (0.84) (0.16) =========================================================================================== has_null 0 863.0 187.0 1 6137.0 1195.0 [total] 7000.0 1382.0 wave [# kernels] 21 21 [std. dev] 0.2391 0.5384 [precision] 1 1 K1: mean (weight) 1 (138) 1 (62) K2: mean (weight) 2 (546) 2 (62) K3: mean (weight) 3 (174) 3 (26) K4: mean (weight) 4 (518) 4 (130) K5: mean (weight) 5 (136) 5 (54) K6: mean (weight) 6 (40) 6 (10) K7: mean (weight) 7 (426) 7 (86) K8: mean (weight) 8 (164) 8 (36) K9: mean (weight) 9 (676) 9 (124) K10: mean (weight) 10 (132) 10 (30) K11: mean (weight) 11 (754) 11 (128) K12: mean (weight) 12 (350) 12 (42) K13: mean (weight) 13 (148) 13 (32) K14: mean (weight) 14 (594) 14 (126) K15: mean (weight) 15 (558) 15 (126) K16: mean (weight) 16 (72) 16 (24) K17: mean (weight) 17 (232) 17 (48) K18: mean (weight) 18 (66) 18 (6) K19: mean (weight) 19 (376) 19 (74) K20: mean (weight) 20 (74) 20 (10) K21: mean (weight) 21 (824) 21 (144) gender female 3495.0 691.0 male 3505.0 691.0 [total] 7000.0 1382.0 age [# kernels] 16 13 [std. dev] 0.4448 0.6103 [precision] 1.6087 1.6087 K1: mean (weight) 17.6957 (10) 19.3043 (19) K2: mean (weight) 19.3043 (56) 20.913 (65) K3: mean (weight) 20.913 (226) 22.5217 (238) K4: mean (weight) 22.5217 (1311) 24.1304 (123) K5: mean (weight) 24.1304 (740) 25.7391 (342) K6: mean (weight) 25.7391 (1364) 27.3478 (298) K7: mean (weight) 27.3478 (1507) 28.9565 (93) K8: mean (weight) 28.9565 (496) 30.5652 (101) K9: mean (weight) 30.5652 (598) 32.1739 (21) K10: mean (weight) 32.1739 (189) 33.7826 (40) K11: mean (weight) 33.7826 (273) 35.3913 (14) K12: mean (weight) 35.3913 (91) 38.6087 (4) K13: mean (weight) 37 (5) 41.8261 (4) K14: mean (weight) 38.6087 (33) -- K15: mean (weight) 41.8261 (16) -- K16: mean (weight) 54.6957 (6) -- age_o [# kernels] 16 13 [std. dev] 0.445 0.6103 [precision] 1.6087 1.6087 K1: mean (weight) 17.6957 (9) 19.3043 (19) K2: mean (weight) 19.3043 (54) 20.913 (65) K3: mean (weight) 20.913 (224) 22.5217 (238) K4: mean (weight) 22.5217 (1307) 24.1304 (123) K5: mean (weight) 24.1304 (740) 25.7391 (342) K6: mean (weight) 25.7391 (1364) 27.3478 (298) K7: mean (weight) 27.3478 (1507) 28.9565 (93) K8: mean (weight) 28.9565 (496) 30.5652 (101) K9: mean (weight) 30.5652 (598) 32.1739 (21) K10: mean (weight) 32.1739 (189) 33.7826 (40) K11: mean (weight) 33.7826 (273) 35.3913 (14) K12: mean (weight) 35.3913 (91) 38.6087 (4) K13: mean (weight) 37 (5) 41.8261 (4) K14: mean (weight) 38.6087 (33) -- K15: mean (weight) 41.8261 (16) -- K16: mean (weight) 54.6957 (6) -- d_age [# kernels] 33 26 [std. dev] 0.4423 0.9081 [precision] 1.0882 1.0882 K1: mean (weight) 0 (541) 0 (138) K2: mean (weight) 1.0882 (1266) 1.0882 (282) K3: mean (weight) 2.1765 (1042) 2.1765 (244) K4: mean (weight) 3.2647 (936) 3.2647 (184) K5: mean (weight) 4.3529 (814) 4.3529 (156) K6: mean (weight) 5.4412 (644) 5.4412 (114) K7: mean (weight) 6.5294 (866) 6.5294 (138) K8: mean (weight) 7.6176 (240) 7.6176 (28) K9: mean (weight) 8.7059 (162) 8.7059 (24) K10: mean (weight) 9.7941 (114) 9.7941 (18) K11: mean (weight) 10.8824 (68) 10.8824 (4) K12: mean (weight) 11.9706 (36) 11.9706 (2) K13: mean (weight) 13.0588 (24) 13.0588 (2) K14: mean (weight) 14.1471 (26) 14.1471 (4) K15: mean (weight) 15.2353 (12) 17.4118 (6) K16: mean (weight) 16.3235 (12) 18.5 (2) K17: mean (weight) 17.4118 (8) 19.5882 (2) K18: mean (weight) 18.5 (12) 20.6765 (4) K19: mean (weight) 19.5882 (9) 22.8529 (2) K20: mean (weight) 20.6765 (12) 25.0294 (4) K21: mean (weight) 21.7647 (30) 27.2059 (6) K22: mean (weight) 22.8529 (12) 28.2941 (2) K23: mean (weight) 23.9412 (14) 29.3824 (4) K24: mean (weight) 25.0294 (12) 30.4706 (6) K25: mean (weight) 26.1176 (12) 31.5588 (2) K26: mean (weight) 27.2059 (12) 33.7353 (2) K27: mean (weight) 28.2941 (10) -- K28: mean (weight) 29.3824 (16) -- K29: mean (weight) 30.4706 (16) -- K30: mean (weight) 31.5588 (6) -- K31: mean (weight) 33.7353 (8) -- K32: mean (weight) 35.9118 (4) -- K33: mean (weight) 37 (2) -- d_d_age [4-6] 1969.0 349.0 [0-1] 1808.0 421.0 [2-3] 1979.0 429.0 [7-37] 1246.0 185.0 [total] 7002.0 1384.0 race Asian/Pacific Islander/Asian-American 1716.0 268.0 European/Caucasian-American 3940.0 789.0 Other 420.0 104.0 Latino/Hispanic American 542.0 124.0 Black/African American 336.0 86.0 [total] 6954.0 1371.0 race_o European/Caucasian-American 3935.0 789.0 Asian/Pacific Islander/Asian-American 1712.0 268.0 Latino/Hispanic American 542.0 124.0 Other 419.0 104.0 Black/African American 336.0 86.0 [total] 6944.0 1371.0 samerace 0 4249.0 815.0 1 2751.0 567.0 [total] 7000.0 1382.0 importance_same_race [# kernels] 11 11 [std. dev] 0.1667 0.2707 [precision] 1 1 K1: mean (weight) 0 (7) 0 (1) K2: mean (weight) 1 (2280) 1 (518) K3: mean (weight) 2 (795) 2 (159) K4: mean (weight) 3 (812) 3 (171) K5: mean (weight) 4 (424) 4 (86) K6: mean (weight) 5 (557) 5 (100) K7: mean (weight) 6 (443) 6 (81) K8: mean (weight) 7 (469) 7 (74) K9: mean (weight) 8 (597) 8 (66) K10: mean (weight) 9 (331) 9 (78) K11: mean (weight) 10 (219) 10 (31) importance_same_religion [# kernels] 10 10 [std. dev] 0.1667 0.2436 [precision] 1 1 K1: mean (weight) 1 (2495) 1 (537) K2: mean (weight) 2 (735) 2 (128) K3: mean (weight) 3 (771) 3 (158) K4: mean (weight) 4 (426) 4 (98) K5: mean (weight) 5 (603) 5 (94) K6: mean (weight) 6 (553) 6 (108) K7: mean (weight) 7 (398) 7 (69) K8: mean (weight) 8 (417) 8 (100) K9: mean (weight) 9 (252) 9 (30) K10: mean (weight) 10 (284) 10 (43) d_importance_same_race [2-5] 2589.0 517.0 [6-10] 2060.0 331.0 [0-1] 2352.0 535.0 [total] 7001.0 1383.0 d_importance_same_religion [2-5] 2536.0 479.0 [0-1] 2560.0 553.0 [6-10] 1905.0 351.0 [total] 7001.0 1383.0 field Law 365.0 99.0 law 96.0 29.0 Economics 59.0 10.0 Masters in Public Administration 6.0 16.0 Masters of Social Work&Education 9.0 3.0 Finance 100.0 15.0 Business 411.0 112.0 political science 25.0 13.0 money 2.0 10.0 Operations Research 56.0 2.0 TC [Health Ed] 15.0 3.0 Psychology 115.0 26.0 social work 25.0 3.0 Social Work 334.0 46.0 Speech Language Pathology 15.0 3.0 Speech Languahe Pathology 16.0 2.0 Educational Psychology 17.0 1.0 Applied Maths/Econs 15.0 3.0 Mathematics 88.0 9.0 Statistics 29.0 5.0 Organizational Psychology 25.0 11.0 Mechanical Engineering 46.0 7.0 Finanace 16.0 5.0 Finance&Economics 19.0 2.0 Undergrad - GS 19.0 2.0 Mathematical Finance 14.0 7.0 Medicine 37.0 5.0 MBA 400.0 70.0 LAW 17.0 4.0 psychology 31.0 9.0 German Literature 9.0 3.0 Business & International Affairs 10.0 2.0 MFA Creative Writing 16.0 2.0 Engineering 69.0 14.0 Electrical Engineering 142.0 24.0 Classics 33.0 11.0 Operations Research [SEAS] 16.0 4.0 chemistry 49.0 10.0 Journalism 16.0 4.0 Elementary/Childhood Education [MA] 14.0 6.0 microbiology 32.0 8.0 Masters of Social Work 18.0 2.0 Communications 11.0 9.0 Marketing 17.0 3.0 Chemistry 35.0 3.0 International Educational Development 12.0 8.0 Education Administration 15.0 5.0 Business [MBA] 62.0 17.0 Computer Science 46.0 4.0 Climate-Earth and Environ. Science 14.0 6.0 financial math 19.0 1.0 Business- MBA 18.0 2.0 Religion 8.0 12.0 Film 73.0 21.0 Sociology 71.0 19.0 Economics, English 10.0 2.0 Economics, Sociology 10.0 2.0 Polish 6.0 6.0 English 38.0 9.0 psychology and english 11.0 1.0 Biomedical Engineering 40.0 6.0 Economics and Political Science 11.0 1.0 Art History/medicine 4.0 8.0 philosophy 9.0 3.0 electrical engineering 31.0 8.0 marine geophysics 5.0 2.0 theory 4.0 3.0 engineering 43.0 5.0 Nutrition/Genetics 16.0 2.0 Neuroscience 17.0 1.0 Comparative Literature 16.0 2.0 International Relations 12.0 6.0 History of Religion 15.0 3.0 international affairs - economic development 15.0 3.0 Political Science 62.0 9.0 Modern Chinese Literature 14.0 4.0 business 95.0 17.0 Business, marketing 16.0 2.0 physics [astrophysics] 17.0 1.0 Physics 53.0 5.0 Business/ Finance/ Real Estate 14.0 4.0 Biochemistry 59.0 13.0 Art Education 35.0 4.0 Philosophy 23.0 4.0 American Studies [Masters] 14.0 4.0 biology 30.0 9.0 Cell Biology 16.0 2.0 Microbiology 12.0 6.0 math 12.0 6.0 International Affairs/Finance 9.0 3.0 International Affairs 217.0 37.0 international affairs/international finance 11.0 1.0 Health policy 10.0 2.0 English and Comp Lit 10.0 2.0 international finance and business 9.0 3.0 Sociomedical Sciences- School of Public Health 6.0 6.0 Epidemiology 33.0 4.0 Social work 10.0 2.0 International Business 23.0 9.0 Medical Informatics 8.0 4.0 International Finance, Economic Policy 10.0 2.0 Law and Social Work 11.0 1.0 International Development 8.0 4.0 Business/Law 10.0 2.0 Clinical Psychology 59.0 19.0 Religion, GSAS 19.0 3.0 International Affairs and Public Health 18.0 4.0 International affairs 36.0 1.0 History 35.0 7.0 Business and International Affairs [MBA/MIA Dual Degree] 18.0 4.0 QMSS 20.0 2.0 climate change 19.0 3.0 Public Administration 27.0 10.0 MA Biotechnology 27.0 15.0 International Affairs/Business 21.0 1.0 Ecology 18.0 4.0 Master in Public Administration 12.0 10.0 Computational Biochemsistry 19.0 3.0 Neurobiology 13.0 9.0 Mathematics, PhD 21.0 1.0 History [GSAS - PhD] 20.0 2.0 biomedicine 17.0 5.0 Master of International Affairs 16.0 6.0 Sociology and Education 10.0 1.0 elementary education 8.0 3.0 Biology 69.0 18.0 American Studies 9.0 2.0 Arts Administration 8.0 3.0 Conservation biology 9.0 2.0 sociology 46.0 8.0 Japanese Literature 7.0 4.0 biotechnology 20.0 6.0 Earth and Environmental Science 10.0 1.0 Philosophy [Ph.D.] 9.0 2.0 Philosophy and Physics 22.0 1.0 nutrition 22.0 1.0 MA Science Education 15.0 8.0 Genetics 36.0 8.0 Law and English Literature [J.D./Ph.D.] 21.0 2.0 french 18.0 5.0 Nutritiron 22.0 1.0 GS Postbacc PreMed 12.0 11.0 Art History 16.0 7.0 Molecular Biology 17.0 6.0 Genetics & Development 17.0 6.0 medical informatics 22.0 1.0 Electrical Engg. 20.0 3.0 Business School 21.0 2.0 International Politics 22.0 1.0 MBA / Master of International Affairs [SIPA] 17.0 6.0 genetics 20.0 3.0 medicine and biochemistry 17.0 6.0 Social Studies Education 14.0 2.0 MA Teaching Social Studies 15.0 1.0 Education Policy 34.0 4.0 Education- Literacy Specialist 11.0 5.0 Anthropology/Education 13.0 3.0 bilingual education 13.0 3.0 speech pathology 15.0 1.0 Education 46.0 11.0 Speech Pathology 14.0 2.0 math education 13.0 3.0 TESOL 14.0 2.0 Elementary Education 24.0 11.0 Cognitive Studies in Education 14.0 2.0 education 28.0 6.0 Finance/Economics 14.0 2.0 Museum Anthropology 14.0 2.0 Environmental Engineering 13.0 3.0 Business Administration 15.0 1.0 Curriculum and Teaching/Giftedness 12.0 4.0 Anthropology 8.0 3.0 Instructional Tech & Media 7.0 4.0 School Psychology 40.0 18.0 Instructional Media and Technology 8.0 3.0 SIPA / MIA 10.0 1.0 English Education 9.0 2.0 art education 10.0 1.0 MA in Quantitative Methods 9.0 2.0 Early Childhood Education 10.0 1.0 anthropology 9.0 3.0 Architecture 10.0 2.0 Urban Planning 41.0 11.0 Ed.D. in higher education policy at TC 18.0 2.0 International Security Policy - SIPA 15.0 5.0 Nutrition 15.0 5.0 EDUCATION 36.0 2.0 Applied Physiology & Nutrition 16.0 4.0 music education 31.0 7.0 Music Education 16.0 4.0 Counseling Psychology 36.0 3.0 Communications in Education 16.0 4.0 Intellectual Property Law 20.0 2.0 MBA Finance 15.0 7.0 Intrernational Affairs 15.0 7.0 BUSINESS CONSULTING 20.0 2.0 business school 20.0 2.0 Business, Media 18.0 3.0 MFA -Film 18.0 3.0 Higher Ed. - M.A. 16.0 5.0 Neuroscience and Education 17.0 4.0 Creative Writing 19.0 2.0 Creative Writing - Nonfiction 18.0 3.0 Writing: Literary Nonfiction 15.0 6.0 Creative Writing [Nonfiction] 19.0 2.0 NonFiction Writing 18.0 3.0 Theatre Management & Producing 18.0 3.0 Financial Engineering 27.0 11.0 biomedical engineering 14.0 6.0 Fundraising Management 3.0 5.0 Business [Finance & Marketing] 7.0 1.0 Elementary Education - Preservice 15.0 1.0 Education Leadership - Public School Administration 13.0 3.0 MFA Writing 13.0 3.0 Bilingual Education 12.0 4.0 International Affairs - Economic Policy 11.0 1.0 SIPA - Energy 9.0 3.0 Public Policy 10.0 2.0 Law/Business 6.0 6.0 MFA Poetry 7.0 1.0 SOA -- writing 7.0 1.0 biomedical informatics 7.0 1.0 physics 15.0 8.0 art history 7.0 1.0 working 16.0 1.0 Consulting 9.0 8.0 Human Rights: Middle East 13.0 4.0 Human Rights 11.0 6.0 medicine 33.0 21.0 Biotechnology 15.0 2.0 SIPA-International Affairs 27.0 5.0 teaching of English 15.0 2.0 GSAS 14.0 3.0 African-American Studies/History 14.0 3.0 Neurosciences/Stem cells 15.0 2.0 film 15.0 2.0 journalism 30.0 9.0 Theater 30.0 9.0 Biology PhD 8.0 1.0 biochemistry/genetics 8.0 1.0 epidemiology 7.0 2.0 Stats 7.0 1.0 math of finance 6.0 2.0 MFA Acting Program 38.0 8.0 Nonfiction writing 21.0 3.0 Biochemistry & Molecular Biophysics 17.0 7.0 Acting 23.0 1.0 Social Work/SIPA 23.0 1.0 Public Health 23.0 1.0 ELECTRICAL ENGINEERING 22.0 2.0 Math 20.0 4.0 Biomedical engineering 19.0 5.0 Industrial Engineering 22.0 2.0 Industrial Engineering/Operations Research 22.0 2.0 Masters of Industrial Engineering 20.0 4.0 Biomedical Informatics 21.0 3.0 MBA - Private Equity / Real Estate 20.0 4.0 General management/finance 18.0 6.0 Climate Dynamics 17.0 7.0 [total] 7208.0 1625.0 pref_o_attractive [# kernels] 40 40 [std. dev] 1.2018 2.7067 [precision] 1.0753 1.0753 K1: mean (weight) 0 (19) 0 (2) K2: mean (weight) 2.1505 (7) 2.1505 (2) K3: mean (weight) 5.3763 (54) 5.3763 (6) K4: mean (weight) 6.4516 (16) 6.4516 (3) K5: mean (weight) 7.5269 (48) 7.5269 (12) K6: mean (weight) 8.6022 (44) 8.6022 (16) K7: mean (weight) 9.6774 (737) 9.6774 (116) K8: mean (weight) 10.7527 (15) 10.7527 (1) K9: mean (weight) 11.828 (90) 11.828 (22) K10: mean (weight) 12.9032 (49) 12.9032 (6) K11: mean (weight) 13.9785 (147) 13.9785 (49) K12: mean (weight) 15.0538 (997) 15.0538 (211) K13: mean (weight) 16.129 (214) 16.129 (26) K14: mean (weight) 17.2043 (278) 17.2043 (51) K15: mean (weight) 18.2796 (174) 18.2796 (36) K16: mean (weight) 19.3548 (127) 19.3548 (34) K17: mean (weight) 20.4301 (1444) 20.4301 (307) K18: mean (weight) 21.5054 (104) 21.5054 (14) K19: mean (weight) 22.5806 (33) 22.5806 (10) K20: mean (weight) 23.6559 (45) 23.6559 (10) K21: mean (weight) 24.7312 (690) 24.7312 (128) K22: mean (weight) 25.8065 (16) 25.8065 (4) K23: mean (weight) 26.8817 (16) 26.8817 (5) K24: mean (weight) 27.957 (25) 27.957 (5) K25: mean (weight) 30.1075 (563) 30.1075 (116) K26: mean (weight) 31.1828 (19) 31.1828 (1) K27: mean (weight) 33.3333 (9) 33.3333 (1) K28: mean (weight) 35.4839 (190) 35.4839 (22) K29: mean (weight) 39.7849 (317) 39.7849 (39) K30: mean (weight) 45.1613 (20) 45.1613 (8) K31: mean (weight) 49.4624 (255) 49.4624 (45) K32: mean (weight) 54.8387 (13) 54.8387 (3) K33: mean (weight) 58.0645 (16) 58.0645 (6) K34: mean (weight) 60.2151 (43) 60.2151 (14) K35: mean (weight) 69.8925 (28) 69.8925 (12) K36: mean (weight) 75.2688 (30) 75.2688 (8) K37: mean (weight) 79.5699 (7) 79.5699 (2) K38: mean (weight) 90.3226 (6) 90.3226 (3) K39: mean (weight) 94.6237 (10) 94.6237 (8) K40: mean (weight) 100 (9) 100 (1) pref_o_sincere [# kernels] 35 34 [std. dev] 0.7211 1.624 [precision] 0.7792 0.7792 K1: mean (weight) 0 (164) 0 (44) K2: mean (weight) 0.7792 (10) 0.7792 (8) K3: mean (weight) 2.3377 (14) 2.3377 (5) K4: mean (weight) 3.1169 (28) 3.1169 (12) K5: mean (weight) 4.6753 (255) 4.6753 (48) K6: mean (weight) 5.4545 (19) 5.4545 (1) K7: mean (weight) 7.013 (39) 7.013 (6) K8: mean (weight) 7.7922 (30) 7.7922 (2) K9: mean (weight) 10.1299 (852) 10.1299 (182) K10: mean (weight) 10.9091 (49) 10.9091 (7) K11: mean (weight) 11.6883 (16) 11.6883 (3) K12: mean (weight) 12.4675 (13) 12.4675 (3) K13: mean (weight) 13.2468 (39) 13.2468 (15) K14: mean (weight) 14.026 (71) 14.026 (28) K15: mean (weight) 14.8052 (853) 14.8052 (170) K16: mean (weight) 15.5844 (51) 15.5844 (5) K17: mean (weight) 16.3636 (289) 16.3636 (54) K18: mean (weight) 17.1429 (271) 17.1429 (43) K19: mean (weight) 17.9221 (365) 17.9221 (79) K20: mean (weight) 18.7013 (194) 18.7013 (28) K21: mean (weight) 19.4805 (131) 19.4805 (32) K22: mean (weight) 20.2597 (1921) 20.2597 (383) K23: mean (weight) 21.039 (112) 21.039 (11) K24: mean (weight) 21.8182 (59) 21.8182 (5) K25: mean (weight) 22.5974 (12) 22.5974 (3) K26: mean (weight) 23.3766 (25) 23.3766 (7) K27: mean (weight) 24.1558 (31) 24.1558 (17) K28: mean (weight) 24.9351 (558) 24.9351 (86) K29: mean (weight) 25.7143 (15) 29.6104 (57) K30: mean (weight) 29.6104 (284) 31.9481 (2) K31: mean (weight) 31.9481 (16) 35.0649 (12) K32: mean (weight) 35.0649 (47) 39.7403 (3) K33: mean (weight) 39.7403 (72) 46.7532 (2) K34: mean (weight) 46.7532 (12) 60 (2) K35: mean (weight) 60 (7) -- pref_o_intelligence [# kernels] 28 28 [std. dev] 0.6009 1.3533 [precision] 0.7813 0.7813 K1: mean (weight) 0 (67) 0 (16) K2: mean (weight) 0.7813 (18) 0.7813 (10) K3: mean (weight) 2.3438 (6) 2.3438 (3) K4: mean (weight) 4.6875 (79) 4.6875 (10) K5: mean (weight) 7.8125 (16) 7.8125 (6) K6: mean (weight) 10.1563 (526) 10.1563 (80) K7: mean (weight) 10.9375 (9) 10.9375 (1) K8: mean (weight) 14.8438 (571) 14.8438 (97) K9: mean (weight) 15.625 (155) 15.625 (15) K10: mean (weight) 16.4063 (82) 16.4063 (15) K11: mean (weight) 17.1875 (264) 17.1875 (43) K12: mean (weight) 17.9688 (418) 17.9688 (59) K13: mean (weight) 18.75 (240) 18.75 (55) K14: mean (weight) 19.5313 (154) 19.5313 (46) K15: mean (weight) 20.3125 (2302) 20.3125 (467) K16: mean (weight) 21.0938 (134) 21.0938 (51) K17: mean (weight) 21.875 (76) 21.875 (14) K18: mean (weight) 22.6563 (42) 22.6563 (8) K19: mean (weight) 23.4375 (80) 23.4375 (10) K20: mean (weight) 25 (823) 25 (185) K21: mean (weight) 27.3438 (16) 27.3438 (12) K22: mean (weight) 28.125 (44) 28.125 (18) K23: mean (weight) 29.6875 (546) 29.6875 (103) K24: mean (weight) 35.1563 (117) 35.1563 (18) K25: mean (weight) 39.8438 (61) 39.8438 (8) K26: mean (weight) 42.9688 (12) 42.9688 (2) K27: mean (weight) 45.3125 (29) 45.3125 (2) K28: mean (weight) 50 (37) 50 (11) pref_o_funny [# kernels] 35 35 [std. dev] 0.6012 1.3543 [precision] 0.7143 0.7143 K1: mean (weight) 0 (31) 0 (1) K2: mean (weight) 0.7143 (10) 0.7143 (8) K3: mean (weight) 2.1429 (6) 2.1429 (3) K4: mean (weight) 2.8571 (12) 2.8571 (6) K5: mean (weight) 5 (221) 5 (24) K6: mean (weight) 7.8571 (36) 7.8571 (5) K7: mean (weight) 9.2857 (12) 9.2857 (2) K8: mean (weight) 10 (990) 10 (187) K9: mean (weight) 11.4286 (9) 11.4286 (1) K10: mean (weight) 12.1429 (75) 12.1429 (13) K11: mean (weight) 12.8571 (66) 12.8571 (16) K12: mean (weight) 13.5714 (22) 13.5714 (3) K13: mean (weight) 14.2857 (80) 14.2857 (20) K14: mean (weight) 15 (1064) 15 (167) K15: mean (weight) 15.7143 (240) 15.7143 (42) K16: mean (weight) 16.4286 (129) 16.4286 (38) K17: mean (weight) 17.1429 (345) 17.1429 (56) K18: mean (weight) 17.8571 (333) 17.8571 (56) K19: mean (weight) 18.5714 (88) 18.5714 (17) K20: mean (weight) 19.2857 (248) 19.2857 (45) K21: mean (weight) 20 (1827) 20 (406) K22: mean (weight) 20.7143 (65) 20.7143 (12) K23: mean (weight) 21.4286 (27) 21.4286 (9) K24: mean (weight) 22.1429 (56) 22.1429 (10) K25: mean (weight) 22.8571 (63) 22.8571 (21) K26: mean (weight) 23.5714 (33) 23.5714 (7) K27: mean (weight) 24.2857 (14) 24.2857 (4) K28: mean (weight) 25 (473) 25 (95) K29: mean (weight) 27.1429 (12) 27.1429 (8) K30: mean (weight) 27.8571 (13) 27.8571 (3) K31: mean (weight) 30 (246) 30 (50) K32: mean (weight) 35 (23) 35 (6) K33: mean (weight) 40 (26) 40 (14) K34: mean (weight) 45 (6) 45 (4) K35: mean (weight) 50 (16) 50 (4) pref_o_ambitious [# kernels] 33 30 [std. dev] 0.6375 1.4372 [precision] 0.6543 0.6543 K1: mean (weight) 0 (696) 0 (129) K2: mean (weight) 1.3086 (30) 1.3086 (16) K3: mean (weight) 1.963 (46) 1.963 (17) K4: mean (weight) 2.6173 (60) 2.6173 (12) K5: mean (weight) 3.2716 (54) 3.2716 (22) K6: mean (weight) 3.9259 (20) 3.9259 (1) K7: mean (weight) 4.5802 (20) 5.2346 (195) K8: mean (weight) 5.2346 (960) 5.8889 (10) K9: mean (weight) 5.8889 (56) 6.5432 (10) K10: mean (weight) 6.5432 (20) 7.1975 (11) K11: mean (weight) 7.1975 (48) 7.8519 (18) K12: mean (weight) 7.8519 (99) 9.8148 (327) K13: mean (weight) 9.1605 (15) 10.4691 (5) K14: mean (weight) 9.8148 (1715) 11.1235 (13) K15: mean (weight) 10.4691 (35) 11.7778 (32) K16: mean (weight) 11.1235 (111) 12.4321 (3) K17: mean (weight) 11.7778 (115) 13.0864 (16) K18: mean (weight) 12.4321 (38) 13.7407 (40) K19: mean (weight) 13.0864 (94) 14.3951 (2) K20: mean (weight) 13.7407 (203) 15.0494 (186) K21: mean (weight) 14.3951 (12) 15.7037 (34) K22: mean (weight) 15.0494 (1111) 16.358 (33) K23: mean (weight) 15.7037 (207) 17.0123 (26) K24: mean (weight) 16.358 (137) 17.6667 (7) K25: mean (weight) 17.0123 (147) 18.321 (37) K26: mean (weight) 17.6667 (79) 18.9753 (31) K27: mean (weight) 18.321 (166) 19.6296 (7) K28: mean (weight) 18.9753 (102) 20.284 (115) K29: mean (weight) 19.6296 (25) 24.8642 (4) K30: mean (weight) 20.284 (430) 53 (1) K31: mean (weight) 24.8642 (33) -- K32: mean (weight) 30.0988 (18) -- K33: mean (weight) 53 (9) -- pref_o_shared_interests [# kernels] 53 49 [std. dev] 0.3614 0.8135 [precision] 0.3571 0.3571 K1: mean (weight) 0 (596) 0 (117) K2: mean (weight) 1.0714 (38) 1.0714 (17) K3: mean (weight) 2.1429 (20) 2.1429 (9) K4: mean (weight) 2.5 (16) 2.5 (4) K5: mean (weight) 2.8571 (29) 2.8571 (9) K6: mean (weight) 3.9286 (18) 3.9286 (4) K7: mean (weight) 5 (745) 5 (205) K8: mean (weight) 6.0714 (25) 6.0714 (9) K9: mean (weight) 6.7857 (11) 6.7857 (5) K10: mean (weight) 7.1429 (11) 7.1429 (4) K11: mean (weight) 7.5 (21) 7.5 (3) K12: mean (weight) 7.8571 (69) 7.8571 (22) K13: mean (weight) 8.2143 (14) 8.2143 (2) K14: mean (weight) 8.5714 (18) 8.5714 (2) K15: mean (weight) 8.9286 (8) 8.9286 (8) K16: mean (weight) 9.6429 (9) 9.6429 (7) K17: mean (weight) 10 (1684) 10 (317) K18: mean (weight) 10.3571 (35) 10.3571 (5) K19: mean (weight) 10.7143 (27) 10.7143 (9) K20: mean (weight) 11.0714 (27) 11.0714 (7) K21: mean (weight) 11.4286 (37) 11.4286 (9) K22: mean (weight) 11.7857 (57) 11.7857 (9) K23: mean (weight) 12.1429 (92) 12.1429 (21) K24: mean (weight) 12.5 (42) 12.5 (13) K25: mean (weight) 12.8571 (57) 12.8571 (13) K26: mean (weight) 13.2143 (76) 13.2143 (17) K27: mean (weight) 13.5714 (70) 13.5714 (11) K28: mean (weight) 13.9286 (97) 13.9286 (13) K29: mean (weight) 14.2857 (27) 14.2857 (9) K30: mean (weight) 14.6429 (18) 14.6429 (2) K31: mean (weight) 15 (987) 15 (143) K32: mean (weight) 15.3571 (99) 15.3571 (13) K33: mean (weight) 15.7143 (50) 15.7143 (5) K34: mean (weight) 16.0714 (130) 16.0714 (22) K35: mean (weight) 16.4286 (66) 16.4286 (17) K36: mean (weight) 16.7857 (39) 16.7857 (7) K37: mean (weight) 17.1429 (121) 17.1429 (29) K38: mean (weight) 17.5 (9) 17.5 (1) K39: mean (weight) 17.8571 (146) 17.8571 (37) K40: mean (weight) 18.2143 (16) 18.5714 (7) K41: mean (weight) 18.5714 (50) 18.9286 (3) K42: mean (weight) 18.9286 (24) 19.6429 (3) K43: mean (weight) 19.2857 (25) 20 (148) K44: mean (weight) 19.6429 (18) 20.3571 (1) K45: mean (weight) 20 (827) 20.7143 (2) K46: mean (weight) 20.3571 (19) 21.4286 (8) K47: mean (weight) 20.7143 (18) 22.1429 (6) K48: mean (weight) 21.0714 (9) 25 (7) K49: mean (weight) 21.4286 (12) 30 (19) K50: mean (weight) 22.1429 (63) -- K51: mean (weight) 23.9286 (20) -- K52: mean (weight) 25 (80) -- K53: mean (weight) 30 (67) -- d_pref_o_attractive [21-100] 2533.0 479.0 [16-20] 2394.0 482.0 [0-15] 2074.0 422.0 [total] 7001.0 1383.0 d_pref_o_sincere [16-20] 3203.0 619.0 [0-15] 2518.0 549.0 [21-100] 1280.0 215.0 [total] 7001.0 1383.0 d_pref_o_intelligence [16-20] 3582.0 692.0 [0-15] 1354.0 237.0 [21-100] 2065.0 454.0 [total] 7001.0 1383.0 d_pref_o_funny [16-20] 3211.0 661.0 [21-100] 1074.0 248.0 [0-15] 2716.0 474.0 [total] 7001.0 1383.0 d_pref_o_ambitious [0-15] 5601.0 1081.0 [16-20] 1314.0 291.0 [21-100] 86.0 11.0 [total] 7001.0 1383.0 d_pref_o_shared_interests [0-15] 5045.0 1042.0 [16-20] 1667.0 297.0 [21-100] 289.0 44.0 [total] 7001.0 1383.0 attractive_o [# kernels] 13 11 [std. dev] 0.1199 0.2497 [precision] 0.6176 0.6176 K1: mean (weight) 0 (8) 1.2353 (5) K2: mean (weight) 1.2353 (103) 1.8529 (4) K3: mean (weight) 1.8529 (240) 3.0882 (9) K4: mean (weight) 3.0882 (381) 3.7059 (37) K5: mean (weight) 3.7059 (712) 4.9412 (106) K6: mean (weight) 4.9412 (1154) 6.1765 (216) K7: mean (weight) 6.1765 (1439) 6.7941 (342) K8: mean (weight) 6.7941 (1307) 8.0294 (365) K9: mean (weight) 7.4118 (3) 9.2647 (178) K10: mean (weight) 8.0294 (865) 9.8824 (114) K11: mean (weight) 8.6471 (1) 10.5 (1) K12: mean (weight) 9.2647 (365) -- K13: mean (weight) 9.8824 (211) -- sinsere_o [# kernels] 12 10 [std. dev] 0.1282 0.2702 [precision] 0.7692 0.7692 K1: mean (weight) 0 (8) 0 (1) K2: mean (weight) 0.7692 (38) 2.3077 (2) K3: mean (weight) 2.3077 (73) 3.0769 (8) K4: mean (weight) 3.0769 (126) 3.8462 (15) K5: mean (weight) 3.8462 (263) 4.6154 (59) K6: mean (weight) 4.6154 (641) 6.1538 (128) K7: mean (weight) 6.1538 (1126) 6.9231 (318) K8: mean (weight) 6.9231 (1574) 7.6923 (422) K9: mean (weight) 7.6923 (1624) 9.2308 (224) K10: mean (weight) 8.4615 (2) 10 (193) K11: mean (weight) 9.2308 (705) -- K12: mean (weight) 10 (541) -- intelligence_o [# kernels] 15 9 [std. dev] 0.1222 0.1857 [precision] 0.625 0.625 K1: mean (weight) 0 (5) 3.125 (2) K2: mean (weight) 1.25 (13) 3.75 (4) K3: mean (weight) 1.875 (34) 5 (37) K4: mean (weight) 2.5 (1) 6.25 (114) K5: mean (weight) 3.125 (67) 6.875 (311) K6: mean (weight) 3.75 (157) 7.5 (1) K7: mean (weight) 5 (591) 8.125 (455) K8: mean (weight) 5.625 (1) 8.75 (284) K9: mean (weight) 6.25 (1041) 10 (162) K10: mean (weight) 6.875 (1710) -- K11: mean (weight) 7.5 (3) -- K12: mean (weight) 8.125 (1743) -- K13: mean (weight) 8.75 (822) -- K14: mean (weight) 9.375 (1) -- K15: mean (weight) 10 (513) -- funny_o [# kernels] 15 11 [std. dev] 0.1349 0.2605 [precision] 0.6875 0.6875 K1: mean (weight) 0 (14) 0.6875 (1) K2: mean (weight) 0.6875 (106) 2.0625 (6) K3: mean (weight) 2.0625 (214) 2.75 (7) K4: mean (weight) 2.75 (274) 4.125 (20) K5: mean (weight) 4.125 (585) 4.8125 (76) K6: mean (weight) 4.8125 (1081) 6.1875 (177) K7: mean (weight) 5.5 (2) 6.875 (315) K8: mean (weight) 6.1875 (1354) 7.5625 (1) K9: mean (weight) 6.875 (1342) 8.25 (402) K10: mean (weight) 7.5625 (1) 8.9375 (213) K11: mean (weight) 8.25 (1052) 10.3125 (147) K12: mean (weight) 8.9375 (387) -- K13: mean (weight) 9.625 (1) -- K14: mean (weight) 10.3125 (239) -- K15: mean (weight) 11 (1) -- ambitous_o [# kernels] 12 10 [std. dev] 0.1255 0.2771 [precision] 0.7143 0.7143 K1: mean (weight) 0 (4) 0 (1) K2: mean (weight) 0.7143 (42) 2.1429 (9) K3: mean (weight) 2.1429 (92) 2.8571 (10) K4: mean (weight) 2.8571 (162) 4.2857 (22) K5: mean (weight) 4.2857 (339) 5 (114) K6: mean (weight) 5 (988) 5.7143 (207) K7: mean (weight) 5.7143 (1219) 7.1429 (326) K8: mean (weight) 7.1429 (1355) 7.8571 (313) K9: mean (weight) 7.8571 (1193) 9.2857 (187) K10: mean (weight) 8.5714 (1) 10 (113) K11: mean (weight) 9.2857 (602) -- K12: mean (weight) 10 (357) -- shared_interests_o [# kernels] 13 13 [std. dev] 0.1286 0.2817 [precision] 0.7143 0.7143 K1: mean (weight) 0 (56) 0 (3) K2: mean (weight) 0.7143 (232) 0.7143 (6) K3: mean (weight) 2.1429 (457) 2.1429 (27) K4: mean (weight) 2.8571 (557) 2.8571 (31) K5: mean (weight) 4.2857 (734) 4.2857 (49) K6: mean (weight) 5 (1290) 5 (172) K7: mean (weight) 5.7143 (1017) 5.7143 (231) K8: mean (weight) 6.4286 (1) 6.4286 (1) K9: mean (weight) 7.1429 (854) 7.1429 (299) K10: mean (weight) 7.8571 (527) 7.8571 (242) K11: mean (weight) 8.5714 (1) 8.5714 (1) K12: mean (weight) 9.2857 (207) 9.2857 (110) K13: mean (weight) 10 (109) 10 (88) d_attractive_o [6-8] 3615.0 924.0 [9-10] 578.0 294.0 [0-5] 2808.0 165.0 [total] 7001.0 1383.0 d_sinsere_o [6-8] 4325.0 869.0 [9-10] 1249.0 418.0 [0-5] 1427.0 96.0 [total] 7001.0 1383.0 d_intelligence_o [6-8] 4499.0 882.0 [9-10] 1337.0 447.0 [0-5] 1165.0 54.0 [total] 7001.0 1383.0 d_funny_o [6-8] 3751.0 896.0 [9-10] 630.0 361.0 [0-5] 2620.0 126.0 [total] 7001.0 1383.0 d_ambitous_o [6-8] 3768.0 847.0 [9-10] 961.0 301.0 [0-5] 2272.0 235.0 [total] 7001.0 1383.0 d_shared_interests_o [6-8] 2400.0 774.0 [0-5] 4283.0 409.0 [9-10] 318.0 200.0 [total] 7001.0 1383.0 attractive_important [# kernels] 40 40 [std. dev] 1.2009 2.7067 [precision] 1.0753 1.0753 K1: mean (weight) 0 (19) 0 (2) K2: mean (weight) 2.1505 (7) 2.1505 (2) K3: mean (weight) 5.3763 (54) 5.3763 (6) K4: mean (weight) 6.4516 (16) 6.4516 (3) K5: mean (weight) 7.5269 (48) 7.5269 (12) K6: mean (weight) 8.6022 (44) 8.6022 (16) K7: mean (weight) 9.6774 (737) 9.6774 (116) K8: mean (weight) 10.7527 (15) 10.7527 (1) K9: mean (weight) 11.828 (90) 11.828 (22) K10: mean (weight) 12.9032 (49) 12.9032 (6) K11: mean (weight) 13.9785 (147) 13.9785 (49) K12: mean (weight) 15.0538 (997) 15.0538 (211) K13: mean (weight) 16.129 (214) 16.129 (26) K14: mean (weight) 17.2043 (278) 17.2043 (51) K15: mean (weight) 18.2796 (174) 18.2796 (36) K16: mean (weight) 19.3548 (127) 19.3548 (34) K17: mean (weight) 20.4301 (1445) 20.4301 (307) K18: mean (weight) 21.5054 (104) 21.5054 (14) K19: mean (weight) 22.5806 (33) 22.5806 (10) K20: mean (weight) 23.6559 (45) 23.6559 (10) K21: mean (weight) 24.7312 (693) 24.7312 (128) K22: mean (weight) 25.8065 (16) 25.8065 (4) K23: mean (weight) 26.8817 (16) 26.8817 (5) K24: mean (weight) 27.957 (25) 27.957 (5) K25: mean (weight) 30.1075 (563) 30.1075 (116) K26: mean (weight) 31.1828 (19) 31.1828 (1) K27: mean (weight) 33.3333 (9) 33.3333 (1) K28: mean (weight) 35.4839 (190) 35.4839 (22) K29: mean (weight) 39.7849 (321) 39.7849 (39) K30: mean (weight) 45.1613 (20) 45.1613 (8) K31: mean (weight) 49.4624 (256) 49.4624 (45) K32: mean (weight) 54.8387 (13) 54.8387 (3) K33: mean (weight) 58.0645 (16) 58.0645 (6) K34: mean (weight) 60.2151 (43) 60.2151 (14) K35: mean (weight) 69.8925 (28) 69.8925 (12) K36: mean (weight) 75.2688 (30) 75.2688 (8) K37: mean (weight) 79.5699 (8) 79.5699 (2) K38: mean (weight) 90.3226 (6) 90.3226 (3) K39: mean (weight) 94.6237 (10) 94.6237 (8) K40: mean (weight) 100 (9) 100 (1) sincere_important [# kernels] 35 34 [std. dev] 0.7205 1.624 [precision] 0.7792 0.7792 K1: mean (weight) 0 (164) 0 (44) K2: mean (weight) 0.7792 (10) 0.7792 (8) K3: mean (weight) 2.3377 (14) 2.3377 (5) K4: mean (weight) 3.1169 (28) 3.1169 (12) K5: mean (weight) 4.6753 (255) 4.6753 (48) K6: mean (weight) 5.4545 (19) 5.4545 (1) K7: mean (weight) 7.013 (39) 7.013 (6) K8: mean (weight) 7.7922 (30) 7.7922 (2) K9: mean (weight) 10.1299 (856) 10.1299 (182) K10: mean (weight) 10.9091 (49) 10.9091 (7) K11: mean (weight) 11.6883 (16) 11.6883 (3) K12: mean (weight) 12.4675 (13) 12.4675 (3) K13: mean (weight) 13.2468 (39) 13.2468 (15) K14: mean (weight) 14.026 (71) 14.026 (28) K15: mean (weight) 14.8052 (856) 14.8052 (170) K16: mean (weight) 15.5844 (51) 15.5844 (5) K17: mean (weight) 16.3636 (289) 16.3636 (54) K18: mean (weight) 17.1429 (271) 17.1429 (43) K19: mean (weight) 17.9221 (365) 17.9221 (79) K20: mean (weight) 18.7013 (194) 18.7013 (28) K21: mean (weight) 19.4805 (131) 19.4805 (32) K22: mean (weight) 20.2597 (1922) 20.2597 (383) K23: mean (weight) 21.039 (112) 21.039 (11) K24: mean (weight) 21.8182 (59) 21.8182 (5) K25: mean (weight) 22.5974 (12) 22.5974 (3) K26: mean (weight) 23.3766 (25) 23.3766 (7) K27: mean (weight) 24.1558 (31) 24.1558 (17) K28: mean (weight) 24.9351 (559) 24.9351 (86) K29: mean (weight) 25.7143 (15) 29.6104 (57) K30: mean (weight) 29.6104 (284) 31.9481 (2) K31: mean (weight) 31.9481 (16) 35.0649 (12) K32: mean (weight) 35.0649 (47) 39.7403 (3) K33: mean (weight) 39.7403 (73) 46.7532 (2) K34: mean (weight) 46.7532 (12) 60 (2) K35: mean (weight) 60 (7) -- intellicence_important [# kernels] 28 28 [std. dev] 0.6005 1.3533 [precision] 0.7813 0.7813 K1: mean (weight) 0 (67) 0 (16) K2: mean (weight) 0.7813 (18) 0.7813 (10) K3: mean (weight) 2.3438 (6) 2.3438 (3) K4: mean (weight) 4.6875 (79) 4.6875 (10) K5: mean (weight) 7.8125 (16) 7.8125 (6) K6: mean (weight) 10.1563 (530) 10.1563 (80) K7: mean (weight) 10.9375 (9) 10.9375 (1) K8: mean (weight) 14.8438 (572) 14.8438 (97) K9: mean (weight) 15.625 (155) 15.625 (15) K10: mean (weight) 16.4063 (82) 16.4063 (15) K11: mean (weight) 17.1875 (264) 17.1875 (43) K12: mean (weight) 17.9688 (418) 17.9688 (59) K13: mean (weight) 18.75 (240) 18.75 (55) K14: mean (weight) 19.5313 (154) 19.5313 (46) K15: mean (weight) 20.3125 (2306) 20.3125 (467) K16: mean (weight) 21.0938 (134) 21.0938 (51) K17: mean (weight) 21.875 (76) 21.875 (14) K18: mean (weight) 22.6563 (42) 22.6563 (8) K19: mean (weight) 23.4375 (80) 23.4375 (10) K20: mean (weight) 25 (824) 25 (185) K21: mean (weight) 27.3438 (16) 27.3438 (12) K22: mean (weight) 28.125 (44) 28.125 (18) K23: mean (weight) 29.6875 (546) 29.6875 (103) K24: mean (weight) 35.1563 (117) 35.1563 (18) K25: mean (weight) 39.8438 (61) 39.8438 (8) K26: mean (weight) 42.9688 (12) 42.9688 (2) K27: mean (weight) 45.3125 (29) 45.3125 (2) K28: mean (weight) 50 (37) 50 (11) funny_important [# kernels] 35 35 [std. dev] 0.6008 1.3543 [precision] 0.7143 0.7143 K1: mean (weight) 0 (31) 0 (1) K2: mean (weight) 0.7143 (10) 0.7143 (8) K3: mean (weight) 2.1429 (6) 2.1429 (3) K4: mean (weight) 2.8571 (12) 2.8571 (6) K5: mean (weight) 5 (222) 5 (24) K6: mean (weight) 7.8571 (36) 7.8571 (5) K7: mean (weight) 9.2857 (12) 9.2857 (2) K8: mean (weight) 10 (992) 10 (187) K9: mean (weight) 11.4286 (9) 11.4286 (1) K10: mean (weight) 12.1429 (75) 12.1429 (13) K11: mean (weight) 12.8571 (66) 12.8571 (16) K12: mean (weight) 13.5714 (22) 13.5714 (3) K13: mean (weight) 14.2857 (80) 14.2857 (20) K14: mean (weight) 15 (1066) 15 (167) K15: mean (weight) 15.7143 (240) 15.7143 (42) K16: mean (weight) 16.4286 (129) 16.4286 (38) K17: mean (weight) 17.1429 (345) 17.1429 (56) K18: mean (weight) 17.8571 (333) 17.8571 (56) K19: mean (weight) 18.5714 (88) 18.5714 (17) K20: mean (weight) 19.2857 (248) 19.2857 (45) K21: mean (weight) 20 (1831) 20 (406) K22: mean (weight) 20.7143 (65) 20.7143 (12) K23: mean (weight) 21.4286 (27) 21.4286 (9) K24: mean (weight) 22.1429 (56) 22.1429 (10) K25: mean (weight) 22.8571 (63) 22.8571 (21) K26: mean (weight) 23.5714 (33) 23.5714 (7) K27: mean (weight) 24.2857 (14) 24.2857 (4) K28: mean (weight) 25 (473) 25 (95) K29: mean (weight) 27.1429 (12) 27.1429 (8) K30: mean (weight) 27.8571 (13) 27.8571 (3) K31: mean (weight) 30 (246) 30 (50) K32: mean (weight) 35 (23) 35 (6) K33: mean (weight) 40 (26) 40 (14) K34: mean (weight) 45 (6) 45 (4) K35: mean (weight) 50 (16) 50 (4) ambtition_important [# kernels] 33 30 [std. dev] 0.6372 1.4372 [precision] 0.6543 0.6543 K1: mean (weight) 0 (696) 0 (129) K2: mean (weight) 1.3086 (30) 1.3086 (16) K3: mean (weight) 1.963 (46) 1.963 (17) K4: mean (weight) 2.6173 (60) 2.6173 (12) K5: mean (weight) 3.2716 (54) 3.2716 (22) K6: mean (weight) 3.9259 (20) 3.9259 (1) K7: mean (weight) 4.5802 (20) 5.2346 (195) K8: mean (weight) 5.2346 (964) 5.8889 (10) K9: mean (weight) 5.8889 (56) 6.5432 (10) K10: mean (weight) 6.5432 (20) 7.1975 (11) K11: mean (weight) 7.1975 (48) 7.8519 (18) K12: mean (weight) 7.8519 (99) 9.8148 (327) K13: mean (weight) 9.1605 (15) 10.4691 (5) K14: mean (weight) 9.8148 (1718) 11.1235 (13) K15: mean (weight) 10.4691 (35) 11.7778 (32) K16: mean (weight) 11.1235 (111) 12.4321 (3) K17: mean (weight) 11.7778 (116) 13.0864 (16) K18: mean (weight) 12.4321 (38) 13.7407 (40) K19: mean (weight) 13.0864 (94) 14.3951 (2) K20: mean (weight) 13.7407 (203) 15.0494 (186) K21: mean (weight) 14.3951 (12) 15.7037 (34) K22: mean (weight) 15.0494 (1111) 16.358 (33) K23: mean (weight) 15.7037 (207) 17.0123 (26) K24: mean (weight) 16.358 (137) 17.6667 (7) K25: mean (weight) 17.0123 (147) 18.321 (37) K26: mean (weight) 17.6667 (79) 18.9753 (31) K27: mean (weight) 18.321 (166) 19.6296 (7) K28: mean (weight) 18.9753 (102) 20.284 (115) K29: mean (weight) 19.6296 (25) 24.8642 (4) K30: mean (weight) 20.284 (430) 53 (1) K31: mean (weight) 24.8642 (33) -- K32: mean (weight) 30.0988 (18) -- K33: mean (weight) 53 (9) -- shared_interests_important [# kernels] 53 49 [std. dev] 0.3612 0.8135 [precision] 0.3571 0.3571 K1: mean (weight) 0 (596) 0 (117) K2: mean (weight) 1.0714 (38) 1.0714 (17) K3: mean (weight) 2.1429 (20) 2.1429 (9) K4: mean (weight) 2.5 (16) 2.5 (4) K5: mean (weight) 2.8571 (29) 2.8571 (9) K6: mean (weight) 3.9286 (18) 3.9286 (4) K7: mean (weight) 5 (748) 5 (205) K8: mean (weight) 6.0714 (25) 6.0714 (9) K9: mean (weight) 6.7857 (11) 6.7857 (5) K10: mean (weight) 7.1429 (11) 7.1429 (4) K11: mean (weight) 7.5 (21) 7.5 (3) K12: mean (weight) 7.8571 (69) 7.8571 (22) K13: mean (weight) 8.2143 (14) 8.2143 (2) K14: mean (weight) 8.5714 (18) 8.5714 (2) K15: mean (weight) 8.9286 (8) 8.9286 (8) K16: mean (weight) 9.6429 (9) 9.6429 (7) K17: mean (weight) 10 (1686) 10 (317) K18: mean (weight) 10.3571 (35) 10.3571 (5) K19: mean (weight) 10.7143 (27) 10.7143 (9) K20: mean (weight) 11.0714 (27) 11.0714 (7) K21: mean (weight) 11.4286 (37) 11.4286 (9) K22: mean (weight) 11.7857 (57) 11.7857 (9) K23: mean (weight) 12.1429 (92) 12.1429 (21) K24: mean (weight) 12.5 (42) 12.5 (13) K25: mean (weight) 12.8571 (57) 12.8571 (13) K26: mean (weight) 13.2143 (76) 13.2143 (17) K27: mean (weight) 13.5714 (70) 13.5714 (11) K28: mean (weight) 13.9286 (97) 13.9286 (13) K29: mean (weight) 14.2857 (27) 14.2857 (9) K30: mean (weight) 14.6429 (18) 14.6429 (2) K31: mean (weight) 15 (988) 15 (143) K32: mean (weight) 15.3571 (99) 15.3571 (13) K33: mean (weight) 15.7143 (50) 15.7143 (5) K34: mean (weight) 16.0714 (130) 16.0714 (22) K35: mean (weight) 16.4286 (66) 16.4286 (17) K36: mean (weight) 16.7857 (39) 16.7857 (7) K37: mean (weight) 17.1429 (121) 17.1429 (29) K38: mean (weight) 17.5 (9) 17.5 (1) K39: mean (weight) 17.8571 (147) 17.8571 (37) K40: mean (weight) 18.2143 (16) 18.5714 (7) K41: mean (weight) 18.5714 (50) 18.9286 (3) K42: mean (weight) 18.9286 (24) 19.6429 (3) K43: mean (weight) 19.2857 (25) 20 (148) K44: mean (weight) 19.6429 (18) 20.3571 (1) K45: mean (weight) 20 (828) 20.7143 (2) K46: mean (weight) 20.3571 (19) 21.4286 (8) K47: mean (weight) 20.7143 (18) 22.1429 (6) K48: mean (weight) 21.0714 (9) 25 (7) K49: mean (weight) 21.4286 (12) 30 (19) K50: mean (weight) 22.1429 (63) -- K51: mean (weight) 23.9286 (20) -- K52: mean (weight) 25 (80) -- K53: mean (weight) 30 (67) -- d_attractive_important [0-15] 2064.0 422.0 [21-100] 2542.0 479.0 [16-20] 2395.0 482.0 [total] 7001.0 1383.0 d_sincere_important [16-20] 3204.0 619.0 [0-15] 2515.0 549.0 [21-100] 1282.0 215.0 [total] 7001.0 1383.0 d_intellicence_important [16-20] 3586.0 692.0 [21-100] 2066.0 454.0 [0-15] 1349.0 237.0 [total] 7001.0 1383.0 d_funny_important [0-15] 2712.0 474.0 [16-20] 3215.0 661.0 [21-100] 1074.0 248.0 [total] 7001.0 1383.0 d_ambtition_important [0-15] 5601.0 1081.0 [16-20] 1314.0 291.0 [21-100] 86.0 11.0 [total] 7001.0 1383.0 d_shared_interests_important [0-15] 5043.0 1042.0 [16-20] 1669.0 297.0 [21-100] 289.0 44.0 [total] 7001.0 1383.0 attractive [# kernels] 9 8 [std. dev] 0.1667 0.1904 [precision] 1 1 K1: mean (weight) 2 (20) 3 (10) K2: mean (weight) 3 (135) 4 (38) K3: mean (weight) 4 (200) 5 (92) K4: mean (weight) 5 (550) 6 (201) K5: mean (weight) 6 (899) 7 (462) K6: mean (weight) 7 (2452) 8 (346) K7: mean (weight) 8 (1871) 9 (143) K8: mean (weight) 9 (586) 10 (59) K9: mean (weight) 10 (209) -- sincere [# kernels] 9 9 [std. dev] 0.1667 0.2177 [precision] 1 1 K1: mean (weight) 2 (32) 2 (4) K2: mean (weight) 3 (19) 3 (5) K3: mean (weight) 4 (73) 4 (21) K4: mean (weight) 5 (141) 5 (13) K5: mean (weight) 6 (416) 6 (85) K6: mean (weight) 7 (959) 7 (200) K7: mean (weight) 8 (1871) 8 (350) K8: mean (weight) 9 (1979) 9 (414) K9: mean (weight) 10 (1432) 10 (259) intelligence [# kernels] 9 9 [std. dev] 0.1667 0.2177 [precision] 1 1 K1: mean (weight) 2 (55) 2 (6) K2: mean (weight) 3 (102) 3 (13) K3: mean (weight) 4 (92) 4 (12) K4: mean (weight) 5 (327) 5 (36) K5: mean (weight) 6 (814) 6 (143) K6: mean (weight) 7 (1421) 7 (277) K7: mean (weight) 8 (1892) 8 (382) K8: mean (weight) 9 (1490) 9 (299) K9: mean (weight) 10 (729) 10 (183) funny [# kernels] 8 7 [std. dev] 0.1667 0.1904 [precision] 1 1 K1: mean (weight) 3 (8) 3 (1) K2: mean (weight) 4 (10) 5 (4) K3: mean (weight) 5 (72) 6 (40) K4: mean (weight) 6 (174) 7 (166) K5: mean (weight) 7 (992) 8 (521) K6: mean (weight) 8 (2351) 9 (415) K7: mean (weight) 9 (2212) 10 (204) K8: mean (weight) 10 (1103) -- ambition [# kernels] 9 9 [std. dev] 0.1667 0.2177 [precision] 1 1 K1: mean (weight) 2 (84) 2 (12) K2: mean (weight) 3 (131) 3 (20) K3: mean (weight) 4 (213) 4 (44) K4: mean (weight) 5 (536) 5 (93) K5: mean (weight) 6 (593) 6 (124) K6: mean (weight) 7 (1404) 7 (258) K7: mean (weight) 8 (1678) 8 (350) K8: mean (weight) 9 (1333) 9 (279) K9: mean (weight) 10 (950) 10 (171) d_attractive [6-8] 5223.0 1010.0 [0-5] 982.0 170.0 [9-10] 796.0 203.0 [total] 7001.0 1383.0 d_sincere [6-8] 3247.0 636.0 [0-5] 342.0 73.0 [9-10] 3412.0 674.0 [total] 7001.0 1383.0 d_intelligence [6-8] 4128.0 803.0 [9-10] 2220.0 483.0 [0-5] 653.0 97.0 [total] 7001.0 1383.0 d_funny [6-8] 3518.0 728.0 [9-10] 3316.0 620.0 [0-5] 167.0 35.0 [total] 7001.0 1383.0 d_ambition [6-8] 3676.0 733.0 [0-5] 1041.0 199.0 [9-10] 2284.0 451.0 [total] 7001.0 1383.0 attractive_partner [# kernels] 13 11 [std. dev] 0.1213 0.2358 [precision] 0.625 0.625 K1: mean (weight) 0 (8) 1.25 (5) K2: mean (weight) 1.25 (104) 1.875 (4) K3: mean (weight) 1.875 (240) 3.125 (9) K4: mean (weight) 3.125 (381) 3.75 (37) K5: mean (weight) 3.75 (713) 5 (106) K6: mean (weight) 5 (1154) 6.25 (219) K7: mean (weight) 6.25 (1446) 6.875 (339) K8: mean (weight) 6.875 (1307) 8.125 (365) K9: mean (weight) 7.5 (3) 8.75 (177) K10: mean (weight) 8.125 (866) 9.375 (1) K11: mean (weight) 8.75 (364) 10 (115) K12: mean (weight) 9.375 (2) -- K13: mean (weight) 10 (211) -- sincere_partner [# kernels] 12 10 [std. dev] 0.1282 0.2702 [precision] 0.7692 0.7692 K1: mean (weight) 0 (8) 0 (1) K2: mean (weight) 0.7692 (38) 2.3077 (2) K3: mean (weight) 2.3077 (73) 3.0769 (8) K4: mean (weight) 3.0769 (126) 3.8462 (15) K5: mean (weight) 3.8462 (263) 4.6154 (59) K6: mean (weight) 4.6154 (643) 6.1538 (128) K7: mean (weight) 6.1538 (1127) 6.9231 (318) K8: mean (weight) 6.9231 (1578) 7.6923 (422) K9: mean (weight) 7.6923 (1625) 9.2308 (224) K10: mean (weight) 8.4615 (2) 10 (193) K11: mean (weight) 9.2308 (706) -- K12: mean (weight) 10 (542) -- intelligence_partner [# kernels] 15 9 [std. dev] 0.1221 0.1857 [precision] 0.625 0.625 K1: mean (weight) 0 (5) 3.125 (2) K2: mean (weight) 1.25 (13) 3.75 (4) K3: mean (weight) 1.875 (34) 5 (37) K4: mean (weight) 2.5 (1) 6.25 (114) K5: mean (weight) 3.125 (67) 6.875 (311) K6: mean (weight) 3.75 (157) 7.5 (1) K7: mean (weight) 5 (593) 8.125 (455) K8: mean (weight) 5.625 (1) 8.75 (284) K9: mean (weight) 6.25 (1044) 10 (162) K10: mean (weight) 6.875 (1712) -- K11: mean (weight) 7.5 (3) -- K12: mean (weight) 8.125 (1744) -- K13: mean (weight) 8.75 (824) -- K14: mean (weight) 9.375 (1) -- K15: mean (weight) 10 (513) -- funny_partner [# kernels] 13 11 [std. dev] 0.1225 0.2346 [precision] 0.6667 0.6667 K1: mean (weight) 0 (14) 1.3333 (1) K2: mean (weight) 1.3333 (106) 2 (6) K3: mean (weight) 2 (214) 2.6667 (7) K4: mean (weight) 2.6667 (274) 4 (20) K5: mean (weight) 4 (587) 5.3333 (76) K6: mean (weight) 5.3333 (1084) 6 (176) K7: mean (weight) 6 (1356) 6.6667 (316) K8: mean (weight) 6.6667 (1343) 7.3333 (1) K9: mean (weight) 7.3333 (1) 8 (402) K10: mean (weight) 8 (1054) 9.3333 (213) K11: mean (weight) 8.6667 (1) 10 (147) K12: mean (weight) 9.3333 (388) -- K13: mean (weight) 10 (241) -- ambition_partner [# kernels] 12 10 [std. dev] 0.1254 0.2771 [precision] 0.7143 0.7143 K1: mean (weight) 0 (4) 0 (1) K2: mean (weight) 0.7143 (42) 2.1429 (9) K3: mean (weight) 2.1429 (92) 2.8571 (10) K4: mean (weight) 2.8571 (163) 4.2857 (22) K5: mean (weight) 4.2857 (339) 5 (114) K6: mean (weight) 5 (992) 5.7143 (207) K7: mean (weight) 5.7143 (1219) 7.1429 (326) K8: mean (weight) 7.1429 (1357) 7.8571 (313) K9: mean (weight) 7.8571 (1196) 9.2857 (187) K10: mean (weight) 8.5714 (1) 10 (113) K11: mean (weight) 9.2857 (602) -- K12: mean (weight) 10 (357) -- shared_interests_partner [# kernels] 13 13 [std. dev] 0.1286 0.2817 [precision] 0.7143 0.7143 K1: mean (weight) 0 (56) 0 (3) K2: mean (weight) 0.7143 (233) 0.7143 (6) K3: mean (weight) 2.1429 (458) 2.1429 (27) K4: mean (weight) 2.8571 (557) 2.8571 (31) K5: mean (weight) 4.2857 (734) 4.2857 (49) K6: mean (weight) 5 (1293) 5 (172) K7: mean (weight) 5.7143 (1018) 5.7143 (231) K8: mean (weight) 6.4286 (1) 6.4286 (1) K9: mean (weight) 7.1429 (855) 7.1429 (299) K10: mean (weight) 7.8571 (529) 7.8571 (242) K11: mean (weight) 8.5714 (1) 8.5714 (1) K12: mean (weight) 9.2857 (207) 9.2857 (110) K13: mean (weight) 10 (109) 10 (88) d_attractive_partner [6-8] 3623.0 924.0 [0-5] 2800.0 165.0 [9-10] 578.0 294.0 [total] 7001.0 1383.0 d_sincere_partner [9-10] 1251.0 418.0 [6-8] 4331.0 869.0 [0-5] 1419.0 96.0 [total] 7001.0 1383.0 d_intelligence_partner [6-8] 4505.0 882.0 [9-10] 1339.0 447.0 [0-5] 1157.0 54.0 [total] 7001.0 1383.0 d_funny_partner [6-8] 3757.0 896.0 [0-5] 2613.0 126.0 [9-10] 631.0 361.0 [total] 7001.0 1383.0 d_ambition_partner [6-8] 3773.0 847.0 [0-5] 2267.0 235.0 [9-10] 961.0 301.0 [total] 7001.0 1383.0 d_shared_interests_partner [0-5] 4279.0 409.0 [6-8] 2404.0 774.0 [9-10] 318.0 200.0 [total] 7001.0 1383.0 sports [# kernels] 10 10 [std. dev] 0.1667 0.2436 [precision] 1 1 K1: mean (weight) 1 (288) 1 (59) K2: mean (weight) 2 (393) 2 (76) K3: mean (weight) 3 (591) 3 (88) K4: mean (weight) 4 (481) 4 (103) K5: mean (weight) 5 (728) 5 (132) K6: mean (weight) 6 (653) 6 (107) K7: mean (weight) 7 (975) 7 (210) K8: mean (weight) 8 (1070) 8 (224) K9: mean (weight) 9 (886) 9 (166) K10: mean (weight) 10 (869) 10 (200) tvsports [# kernels] 10 10 [std. dev] 0.1667 0.2436 [precision] 1 1 K1: mean (weight) 1 (1310) 1 (212) K2: mean (weight) 2 (900) 2 (224) K3: mean (weight) 3 (750) 3 (148) K4: mean (weight) 4 (634) 4 (98) K5: mean (weight) 5 (704) 5 (160) K6: mean (weight) 6 (515) 6 (135) K7: mean (weight) 7 (744) 7 (182) K8: mean (weight) 8 (653) 8 (90) K9: mean (weight) 9 (413) 9 (53) K10: mean (weight) 10 (311) 10 (63) exercise [# kernels] 10 10 [std. dev] 0.1667 0.2436 [precision] 1 1 K1: mean (weight) 1 (230) 1 (64) K2: mean (weight) 2 (391) 2 (63) K3: mean (weight) 3 (510) 3 (76) K4: mean (weight) 4 (500) 4 (108) K5: mean (weight) 5 (876) 5 (178) K6: mean (weight) 6 (1005) 6 (155) K7: mean (weight) 7 (997) 7 (203) K8: mean (weight) 8 (1088) 8 (270) K9: mean (weight) 9 (767) 9 (135) K10: mean (weight) 10 (570) 10 (113) dining [# kernels] 10 10 [std. dev] 0.1667 0.2436 [precision] 1 1 K1: mean (weight) 1 (28) 1 (6) K2: mean (weight) 2 (37) 2 (1) K3: mean (weight) 3 (81) 3 (13) K4: mean (weight) 4 (124) 4 (32) K5: mean (weight) 5 (561) 5 (102) K6: mean (weight) 6 (623) 6 (89) K7: mean (weight) 7 (1278) 7 (233) K8: mean (weight) 8 (1603) 8 (321) K9: mean (weight) 9 (1354) 9 (290) K10: mean (weight) 10 (1245) 10 (278) museums [# kernels] 11 11 [std. dev] 0.1667 0.2707 [precision] 1 1 K1: mean (weight) 0 (10) 0 (8) K2: mean (weight) 1 (43) 1 (15) K3: mean (weight) 2 (94) 2 (14) K4: mean (weight) 3 (351) 3 (53) K5: mean (weight) 4 (426) 4 (78) K6: mean (weight) 5 (697) 5 (132) K7: mean (weight) 6 (748) 6 (154) K8: mean (weight) 7 (1524) 7 (277) K9: mean (weight) 8 (1333) 8 (263) K10: mean (weight) 9 (1028) 9 (221) K11: mean (weight) 10 (680) 10 (150) art [# kernels] 11 11 [std. dev] 0.1667 0.2707 [precision] 1 1 K1: mean (weight) 0 (10) 0 (8) K2: mean (weight) 1 (70) 1 (22) K3: mean (weight) 2 (205) 2 (23) K4: mean (weight) 3 (520) 3 (98) K5: mean (weight) 4 (454) 4 (63) K6: mean (weight) 5 (855) 5 (146) K7: mean (weight) 6 (754) 6 (140) K8: mean (weight) 7 (1107) 7 (243) K9: mean (weight) 8 (1471) 8 (279) K10: mean (weight) 9 (713) 9 (162) K11: mean (weight) 10 (775) 10 (181) hiking [# kernels] 11 11 [std. dev] 0.1667 0.2707 [precision] 1 1 K1: mean (weight) 0 (14) 0 (4) K2: mean (weight) 1 (354) 1 (66) K3: mean (weight) 2 (582) 2 (98) K4: mean (weight) 3 (790) 3 (154) K5: mean (weight) 4 (588) 4 (93) K6: mean (weight) 5 (778) 5 (151) K7: mean (weight) 6 (846) 6 (198) K8: mean (weight) 7 (933) 7 (184) K9: mean (weight) 8 (1028) 8 (184) K10: mean (weight) 9 (581) 9 (107) K11: mean (weight) 10 (440) 10 (126) gaming [# kernels] 10 10 [std. dev] 0.2121 0.3789 [precision] 1.2727 1.2727 K1: mean (weight) 0 (50) 0 (9) K2: mean (weight) 1.2727 (1673) 1.2727 (310) K3: mean (weight) 2.5455 (1881) 2.5455 (372) K4: mean (weight) 3.8182 (598) 3.8182 (112) K5: mean (weight) 5.0909 (837) 5.0909 (188) K6: mean (weight) 6.3636 (652) 6.3636 (109) K7: mean (weight) 7.6364 (953) 7.6364 (210) K8: mean (weight) 8.9091 (184) 8.9091 (36) K9: mean (weight) 10.1818 (43) 10.1818 (4) K10: mean (weight) 14 (63) 14 (15) clubbing [# kernels] 11 11 [std. dev] 0.1667 0.2707 [precision] 1 1 K1: mean (weight) 0 (10) 0 (8) K2: mean (weight) 1 (647) 1 (114) K3: mean (weight) 2 (299) 2 (43) K4: mean (weight) 3 (612) 3 (105) K5: mean (weight) 4 (550) 4 (69) K6: mean (weight) 5 (784) 5 (135) K7: mean (weight) 6 (944) 6 (194) K8: mean (weight) 7 (1087) 7 (204) K9: mean (weight) 8 (1140) 8 (262) K10: mean (weight) 9 (788) 9 (194) K11: mean (weight) 10 (73) 10 (37) reading [# kernels] 9 9 [std. dev] 0.2 0.3248 [precision] 1.2 1.2 K1: mean (weight) 1.2 (6) 1.2 (4) K2: mean (weight) 2.4 (374) 2.4 (33) K3: mean (weight) 3.6 (183) 3.6 (39) K4: mean (weight) 4.8 (505) 4.8 (67) K5: mean (weight) 6 (618) 6 (150) K6: mean (weight) 7.2 (1036) 7.2 (237) K7: mean (weight) 8.4 (1335) 8.4 (283) K8: mean (weight) 9.6 (2829) 9.6 (549) K9: mean (weight) 13.2 (48) 13.2 (3) tv [# kernels] 10 10 [std. dev] 0.1667 0.2436 [precision] 1 1 K1: mean (weight) 1 (720) 1 (138) K2: mean (weight) 2 (548) 2 (103) K3: mean (weight) 3 (530) 3 (121) K4: mean (weight) 4 (696) 4 (150) K5: mean (weight) 5 (892) 5 (181) K6: mean (weight) 6 (1167) 6 (214) K7: mean (weight) 7 (820) 7 (203) K8: mean (weight) 8 (853) 8 (140) K9: mean (weight) 9 (404) 9 (60) K10: mean (weight) 10 (304) 10 (55) theater [# kernels] 11 11 [std. dev] 0.1667 0.2707 [precision] 1 1 K1: mean (weight) 0 (10) 0 (8) K2: mean (weight) 1 (116) 1 (31) K3: mean (weight) 2 (161) 2 (28) K4: mean (weight) 3 (381) 3 (71) K5: mean (weight) 4 (436) 4 (98) K6: mean (weight) 5 (829) 5 (140) K7: mean (weight) 6 (801) 6 (149) K8: mean (weight) 7 (1358) 7 (260) K9: mean (weight) 8 (1101) 8 (237) K10: mean (weight) 9 (1015) 9 (182) K11: mean (weight) 10 (726) 10 (161) movies [# kernels] 9 9 [std. dev] 0.1852 0.2707 [precision] 1.1111 1.1111 K1: mean (weight) 0 (10) 0 (8) K2: mean (weight) 2.2222 (51) 2.2222 (7) K3: mean (weight) 3.3333 (101) 3.3333 (17) K4: mean (weight) 4.4444 (422) 4.4444 (107) K5: mean (weight) 5.5556 (495) 5.5556 (108) K6: mean (weight) 6.6667 (1286) 6.6667 (242) K7: mean (weight) 7.7778 (1673) 7.7778 (348) K8: mean (weight) 8.8889 (1650) 8.8889 (281) K9: mean (weight) 10 (1246) 10 (247) concerts [# kernels] 11 11 [std. dev] 0.1667 0.2707 [precision] 1 1 K1: mean (weight) 0 (10) 0 (8) K2: mean (weight) 1 (69) 1 (7) K3: mean (weight) 2 (182) 2 (45) K4: mean (weight) 3 (369) 3 (50) K5: mean (weight) 4 (398) 4 (77) K6: mean (weight) 5 (759) 5 (129) K7: mean (weight) 6 (971) 6 (227) K8: mean (weight) 7 (1305) 7 (226) K9: mean (weight) 8 (1240) 8 (210) K10: mean (weight) 9 (970) 9 (188) K11: mean (weight) 10 (661) 10 (198) music [# kernels] 10 10 [std. dev] 0.1667 0.2436 [precision] 1 1 K1: mean (weight) 1 (29) 1 (14) K2: mean (weight) 2 (34) 2 (6) K3: mean (weight) 3 (46) 3 (1) K4: mean (weight) 4 (185) 4 (35) K5: mean (weight) 5 (504) 5 (82) K6: mean (weight) 6 (609) 6 (135) K7: mean (weight) 7 (1288) 7 (257) K8: mean (weight) 8 (1439) 8 (213) K9: mean (weight) 9 (1365) 9 (268) K10: mean (weight) 10 (1435) 10 (354) shopping [# kernels] 10 10 [std. dev] 0.1667 0.2436 [precision] 1 1 K1: mean (weight) 1 (393) 1 (99) K2: mean (weight) 2 (794) 2 (142) K3: mean (weight) 3 (516) 3 (83) K4: mean (weight) 4 (617) 4 (117) K5: mean (weight) 5 (962) 5 (173) K6: mean (weight) 6 (799) 6 (205) K7: mean (weight) 7 (1008) 7 (190) K8: mean (weight) 8 (688) 8 (143) K9: mean (weight) 9 (673) 9 (123) K10: mean (weight) 10 (484) 10 (90) yoga [# kernels] 11 11 [std. dev] 0.1667 0.2707 [precision] 1 1 K1: mean (weight) 0 (27) 0 (9) K2: mean (weight) 1 (1324) 1 (225) K3: mean (weight) 2 (1030) 2 (182) K4: mean (weight) 3 (867) 3 (177) K5: mean (weight) 4 (611) 4 (94) K6: mean (weight) 5 (684) 5 (135) K7: mean (weight) 6 (671) 6 (173) K8: mean (weight) 7 (703) 7 (145) K9: mean (weight) 8 (415) 8 (90) K10: mean (weight) 9 (354) 9 (65) K11: mean (weight) 10 (248) 10 (70) d_sports [9-10] 1756.0 367.0 [0-5] 2546.0 474.0 [6-8] 2699.0 542.0 [total] 7001.0 1383.0 d_tvsports [0-5] 4363.0 858.0 [6-8] 1913.0 408.0 [9-10] 725.0 117.0 [total] 7001.0 1383.0 d_exercise [6-8] 3091.0 629.0 [9-10] 1338.0 249.0 [0-5] 2572.0 505.0 [total] 7001.0 1383.0 d_dining [9-10] 2600.0 569.0 [6-8] 3505.0 644.0 [0-5] 896.0 170.0 [total] 7001.0 1383.0 d_museums [0-5] 1686.0 316.0 [6-8] 3606.0 695.0 [9-10] 1709.0 372.0 [total] 7001.0 1383.0 d_art [0-5] 2179.0 376.0 [6-8] 3333.0 663.0 [9-10] 1489.0 344.0 [total] 7001.0 1383.0 d_hiking [0-5] 3171.0 582.0 [6-8] 2808.0 567.0 [9-10] 1022.0 234.0 [total] 7001.0 1383.0 d_gaming [0-5] 5104.0 1007.0 [6-8] 1606.0 320.0 [9-10] 291.0 56.0 [total] 7001.0 1383.0 d_clubbing [0-5] 2967.0 490.0 [6-8] 3172.0 661.0 [9-10] 862.0 232.0 [total] 7001.0 1383.0 d_reading [6-8] 2990.0 671.0 [9-10] 2878.0 553.0 [0-5] 1133.0 159.0 [total] 7001.0 1383.0 d_tv [9-10] 709.0 116.0 [0-5] 3451.0 709.0 [6-8] 2841.0 558.0 [total] 7001.0 1383.0 d_theater [0-5] 1998.0 392.0 [9-10] 1742.0 344.0 [6-8] 3261.0 647.0 [total] 7001.0 1383.0 d_movies [9-10] 2897.0 529.0 [6-8] 3455.0 699.0 [0-5] 649.0 155.0 [total] 7001.0 1383.0 d_concerts [9-10] 1632.0 387.0 [6-8] 3517.0 664.0 [0-5] 1852.0 332.0 [total] 7001.0 1383.0 d_music [9-10] 2801.0 623.0 [6-8] 3337.0 606.0 [0-5] 863.0 154.0 [total] 7001.0 1383.0 d_shopping [6-8] 2496.0 539.0 [0-5] 3347.0 630.0 [9-10] 1158.0 214.0 [total] 7001.0 1383.0 d_yoga [0-5] 4608.0 838.0 [6-8] 1790.0 409.0 [9-10] 603.0 136.0 [total] 7001.0 1383.0 interests_correlate [# kernels] 137 119 [std. dev] 0.0199 0.0446 [precision] 0.0113 0.0113 K1: mean (weight) -0.7344 (2) -0.8248 (2) K2: mean (weight) -0.7005 (2) -0.6327 (2) K3: mean (weight) -0.644 (2) -0.5875 (2) K4: mean (weight) -0.6327 (4) -0.5649 (8) K5: mean (weight) -0.6214 (4) -0.5084 (2) K6: mean (weight) -0.6101 (4) -0.4971 (4) K7: mean (weight) -0.5875 (8) -0.4858 (2) K8: mean (weight) -0.5762 (10) -0.4745 (8) K9: mean (weight) -0.5649 (10) -0.4632 (2) K10: mean (weight) -0.5536 (4) -0.4406 (4) K11: mean (weight) -0.5423 (2) -0.4181 (2) K12: mean (weight) -0.5197 (12) -0.4068 (2) K13: mean (weight) -0.5084 (10) -0.3955 (2) K14: mean (weight) -0.4971 (10) -0.3842 (2) K15: mean (weight) -0.4858 (2) -0.3729 (2) K16: mean (weight) -0.4745 (16) -0.3616 (8) K17: mean (weight) -0.4632 (18) -0.3503 (6) K18: mean (weight) -0.4519 (10) -0.339 (6) K19: mean (weight) -0.4406 (4) -0.3277 (4) K20: mean (weight) -0.4294 (24) -0.3164 (8) K21: mean (weight) -0.4181 (6) -0.3051 (2) K22: mean (weight) -0.4068 (20) -0.2938 (2) K23: mean (weight) -0.3955 (47) -0.2825 (4) K24: mean (weight) -0.3842 (22) -0.2712 (8) K25: mean (weight) -0.3729 (22) -0.2599 (2) K26: mean (weight) -0.3616 (24) -0.2373 (6) K27: mean (weight) -0.3503 (22) -0.226 (8) K28: mean (weight) -0.339 (32) -0.2147 (20) K29: mean (weight) -0.3277 (18) -0.2034 (10) K30: mean (weight) -0.3164 (24) -0.1921 (4) K31: mean (weight) -0.3051 (56) -0.1808 (12) K32: mean (weight) -0.2938 (25) -0.1695 (14) K33: mean (weight) -0.2825 (28) -0.1582 (8) K34: mean (weight) -0.2712 (40) -0.1469 (14) K35: mean (weight) -0.2599 (28) -0.1356 (12) K36: mean (weight) -0.2486 (34) -0.1243 (2) K37: mean (weight) -0.2373 (32) -0.113 (8) K38: mean (weight) -0.226 (42) -0.1017 (10) K39: mean (weight) -0.2147 (88) -0.0904 (14) K40: mean (weight) -0.2034 (44) -0.0791 (8) K41: mean (weight) -0.1921 (58) -0.0678 (8) K42: mean (weight) -0.1808 (52) -0.0565 (24) K43: mean (weight) -0.1695 (32) -0.0452 (14) K44: mean (weight) -0.1582 (46) -0.0339 (16) K45: mean (weight) -0.1469 (62) -0.0226 (6) K46: mean (weight) -0.1356 (85) -0.0113 (18) K47: mean (weight) -0.1243 (51) 0 (12) K48: mean (weight) -0.113 (48) 0.0113 (18) K49: mean (weight) -0.1017 (32) 0.0226 (12) K50: mean (weight) -0.0904 (44) 0.0339 (8) K51: mean (weight) -0.0791 (42) 0.0452 (20) K52: mean (weight) -0.0678 (72) 0.0565 (14) K53: mean (weight) -0.0565 (68) 0.0678 (6) K54: mean (weight) -0.0452 (138) 0.0791 (24) K55: mean (weight) -0.0339 (44) 0.0904 (14) K56: mean (weight) -0.0226 (58) 0.1017 (18) K57: mean (weight) -0.0113 (76) 0.113 (14) K58: mean (weight) 0 (62) 0.1243 (18) K59: mean (weight) 0.0113 (57) 0.1356 (26) K60: mean (weight) 0.0226 (76) 0.1469 (4) K61: mean (weight) 0.0339 (72) 0.1582 (18) K62: mean (weight) 0.0452 (128) 0.1695 (20) K63: mean (weight) 0.0565 (54) 0.1808 (22) K64: mean (weight) 0.0678 (78) 0.1921 (10) K65: mean (weight) 0.0791 (76) 0.2034 (8) K66: mean (weight) 0.0904 (95) 0.2147 (24) K67: mean (weight) 0.1017 (78) 0.226 (6) K68: mean (weight) 0.113 (98) 0.2373 (26) K69: mean (weight) 0.1243 (80) 0.2486 (10) K70: mean (weight) 0.1356 (198) 0.2599 (16) K71: mean (weight) 0.1469 (83) 0.2712 (12) K72: mean (weight) 0.1582 (62) 0.2825 (22) K73: mean (weight) 0.1695 (72) 0.2938 (16) K74: mean (weight) 0.1808 (70) 0.3051 (36) K75: mean (weight) 0.1921 (102) 0.3164 (26) K76: mean (weight) 0.2034 (66) 0.3277 (20) K77: mean (weight) 0.2147 (148) 0.339 (18) K78: mean (weight) 0.226 (70) 0.3503 (8) K79: mean (weight) 0.2373 (90) 0.3616 (22) K80: mean (weight) 0.2486 (66) 0.3729 (14) K81: mean (weight) 0.2599 (88) 0.3842 (6) K82: mean (weight) 0.2712 (92) 0.3955 (24) K83: mean (weight) 0.2825 (56) 0.4068 (16) K84: mean (weight) 0.2938 (78) 0.4181 (20) K85: mean (weight) 0.3051 (188) 0.4294 (18) K86: mean (weight) 0.3164 (80) 0.4406 (18) K87: mean (weight) 0.3277 (74) 0.4519 (6) K88: mean (weight) 0.339 (88) 0.4632 (12) K89: mean (weight) 0.3503 (88) 0.4745 (36) K90: mean (weight) 0.3616 (78) 0.4858 (14) K91: mean (weight) 0.3729 (72) 0.4971 (10) K92: mean (weight) 0.3842 (85) 0.5084 (12) K93: mean (weight) 0.3955 (138) 0.5197 (24) K94: mean (weight) 0.4068 (82) 0.531 (20) K95: mean (weight) 0.4181 (60) 0.5423 (18) K96: mean (weight) 0.4294 (92) 0.5536 (12) K97: mean (weight) 0.4406 (74) 0.5649 (20) K98: mean (weight) 0.4519 (78) 0.5762 (6) K99: mean (weight) 0.4632 (86) 0.5875 (14) K100: mean (weight) 0.4745 (136) 0.5988 (16) K101: mean (weight) 0.4858 (56) 0.6101 (16) K102: mean (weight) 0.4971 (62) 0.6214 (16) K103: mean (weight) 0.5084 (60) 0.6327 (14) K104: mean (weight) 0.5197 (64) 0.644 (4) K105: mean (weight) 0.531 (68) 0.6553 (16) K106: mean (weight) 0.5423 (84) 0.6666 (8) K107: mean (weight) 0.5536 (62) 0.6779 (4) K108: mean (weight) 0.5649 (90) 0.6892 (2) K109: mean (weight) 0.5762 (54) 0.7005 (4) K110: mean (weight) 0.5875 (56) 0.7118 (8) K111: mean (weight) 0.5988 (58) 0.7231 (8) K112: mean (weight) 0.6101 (34) 0.7344 (10) K113: mean (weight) 0.6214 (40) 0.7457 (4) K114: mean (weight) 0.6327 (30) 0.757 (8) K115: mean (weight) 0.644 (52) 0.7683 (2) K116: mean (weight) 0.6553 (84) 0.7796 (4) K117: mean (weight) 0.6666 (22) 0.7909 (2) K118: mean (weight) 0.6779 (36) 0.8022 (2) K119: mean (weight) 0.6892 (18) 0.8135 (2) K120: mean (weight) 0.7005 (14) -- K121: mean (weight) 0.7118 (22) -- K122: mean (weight) 0.7231 (34) -- K123: mean (weight) 0.7344 (54) -- K124: mean (weight) 0.7457 (12) -- K125: mean (weight) 0.757 (10) -- K126: mean (weight) 0.7683 (10) -- K127: mean (weight) 0.7796 (10) -- K128: mean (weight) 0.7909 (6) -- K129: mean (weight) 0.8022 (16) -- K130: mean (weight) 0.8135 (4) -- K131: mean (weight) 0.8248 (14) -- K132: mean (weight) 0.8361 (2) -- K133: mean (weight) 0.8474 (8) -- K134: mean (weight) 0.87 (2) -- K135: mean (weight) 0.8813 (2) -- K136: mean (weight) 0.9039 (4) -- K137: mean (weight) 0.9152 (2) -- d_interests_correlate [0-0.33] 2576.0 489.0 [0.33-1] 2414.0 519.0 [-1-0] 2011.0 375.0 [total] 7001.0 1383.0 expected_happy_with_sd_people [# kernels] 10 10 [std. dev] 0.1667 0.2437 [precision] 1 1 K1: mean (weight) 1 (101) 1 (15) K2: mean (weight) 2 (252) 2 (45) K3: mean (weight) 3 (604) 3 (102) K4: mean (weight) 4 (673) 4 (120) K5: mean (weight) 5 (1701) 5 (332) K6: mean (weight) 6 (1653) 6 (350) K7: mean (weight) 7 (1230) 7 (245) K8: mean (weight) 8 (423) 8 (90) K9: mean (weight) 9 (177) 9 (39) K10: mean (weight) 10 (99) 10 (26) expected_num_interested_in_me [# kernels] 16 15 [std. dev] 0.5216 1.101 [precision] 1.1765 1.1765 K1: mean (weight) 0 (108) 0 (6) K2: mean (weight) 1.1765 (105) 1.1765 (19) K3: mean (weight) 2.3529 (224) 2.3529 (36) K4: mean (weight) 3.5294 (378) 3.5294 (97) K5: mean (weight) 4.7059 (196) 4.7059 (34) K6: mean (weight) 5.8824 (77) 5.8824 (14) K7: mean (weight) 7.0588 (30) 7.0588 (8) K8: mean (weight) 8.2353 (40) 8.2353 (11) K9: mean (weight) 9.4118 (179) 9.4118 (38) K10: mean (weight) 11.7647 (29) 11.7647 (7) K11: mean (weight) 12.9412 (4) 12.9412 (6) K12: mean (weight) 14.1176 (18) 15.2941 (22) K13: mean (weight) 15.2941 (18) 17.6471 (9) K14: mean (weight) 17.6471 (27) 18.8235 (1) K15: mean (weight) 18.8235 (9) 20 (22) K16: mean (weight) 20 (28) -- expected_num_matches [# kernels] 12 12 [std. dev] 0.2312 0.5319 [precision] 1.125 1.125 K1: mean (weight) 0 (607) 0 (31) K2: mean (weight) 1.125 (906) 1.125 (102) K3: mean (weight) 2.25 (1510) 2.25 (238) K4: mean (weight) 3.375 (1020) 3.375 (216) K5: mean (weight) 4.5 (1274) 4.5 (337) K6: mean (weight) 5.625 (260) 5.625 (63) K7: mean (weight) 6.75 (106) 6.75 (47) K8: mean (weight) 7.875 (137) 7.875 (36) K9: mean (weight) 9 (92) 9 (23) K10: mean (weight) 10.125 (108) 10.125 (39) K11: mean (weight) 12.375 (23) 12.375 (10) K12: mean (weight) 18 (17) 18 (3) d_expected_happy_with_sd_people [0-4] 1716.0 299.0 [7-10] 1930.0 401.0 [5-6] 3355.0 683.0 [total] 7001.0 1383.0 d_expected_num_interested_in_me [0-3] 6185.0 1163.0 [4-9] 538.0 118.0 [10-20] 278.0 102.0 [total] 7001.0 1383.0 d_expected_num_matches [3-5] 2338.0 564.0 [0-2] 3919.0 597.0 [5-18] 744.0 222.0 [total] 7001.0 1383.0 like [# kernels] 15 14 [std. dev] 0.1216 0.2379 [precision] 0.5882 0.5882 K1: mean (weight) 0 (8) 1.1765 (2) K2: mean (weight) 1.1765 (108) 1.7647 (3) K3: mean (weight) 1.7647 (220) 2.9412 (4) K4: mean (weight) 2.9412 (392) 4.1176 (15) K5: mean (weight) 4.1176 (630) 4.7059 (75) K6: mean (weight) 4.7059 (1247) 5.2941 (1) K7: mean (weight) 5.2941 (1) 5.8824 (215) K8: mean (weight) 5.8824 (1494) 6.4706 (6) K9: mean (weight) 6.4706 (14) 7.0588 (389) K10: mean (weight) 7.0588 (1427) 7.6471 (2) K11: mean (weight) 7.6471 (4) 8.2353 (429) K12: mean (weight) 8.2353 (854) 8.8235 (153) K13: mean (weight) 8.8235 (259) 9.4118 (1) K14: mean (weight) 9.4118 (3) 10 (81) K15: mean (weight) 10 (101) -- guess_prob_liked [# kernels] 18 12 [std. dev] 0.1221 0.2706 [precision] 0.5556 0.5556 K1: mean (weight) 0 (46) 0 (3) K2: mean (weight) 1.1111 (402) 1.1111 (13) K3: mean (weight) 1.6667 (1) 2.2222 (29) K4: mean (weight) 2.2222 (510) 2.7778 (46) K5: mean (weight) 2.7778 (662) 3.8889 (84) K6: mean (weight) 3.3333 (1) 5 (267) K7: mean (weight) 3.8889 (848) 6.1111 (256) K8: mean (weight) 4.4444 (3) 6.6667 (2) K9: mean (weight) 5 (1532) 7.2222 (270) K10: mean (weight) 5.5556 (2) 7.7778 (210) K11: mean (weight) 6.1111 (1139) 8.8889 (99) K12: mean (weight) 6.6667 (4) 10 (87) K13: mean (weight) 7.2222 (860) -- K14: mean (weight) 7.7778 (445) -- K15: mean (weight) 8.3333 (4) -- K16: mean (weight) 8.8889 (142) -- K17: mean (weight) 9.4444 (1) -- K18: mean (weight) 10 (101) -- d_like [6-8] 3790.0 1039.0 [0-5] 2842.0 104.0 [9-10] 369.0 240.0 [total] 7001.0 1383.0 d_guess_prob_liked [5-6] 2677.0 524.0 [0-4] 2766.0 190.0 [7-10] 1558.0 669.0 [total] 7001.0 1383.0 met [# kernels] 6 4 [std. dev] 0.2222 0.2222 [precision] 1.3333 1.3333 K1: mean (weight) 0 (6439) 0 (1205) K2: mean (weight) 1.3333 (211) 1.3333 (140) K3: mean (weight) 2.6667 (1) 5.3333 (1) K4: mean (weight) 5.3333 (2) 6.6667 (1) K5: mean (weight) 6.6667 (2) -- K6: mean (weight) 8 (1) --