CostSensitiveClassifier using minimized expected misclasification cost weka.classifiers.trees.REPTree -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 Classifier Model REPTree ============ field = Law | d_shared_interests_partner = [0-5] | | ambtition_important < 12.5 | | | theater < 9.5 | | | | d_pref_o_sincere = [16-20] | | | | | d_attractive_partner = [6-8] : 0 (14.13/0) [10.03/1] | | | | | d_attractive_partner = [0-5] : 0 (12.1/0) [11.1/0] | | | | | d_attractive_partner = [9-10] : 1 (0.03/0) [1/0] | | | | d_pref_o_sincere = [0-15] : 0 (47.39/7) [26.23/4.03] | | | | d_pref_o_sincere = [21-100] : 0 (16.13/2) [7.03/1] | | | theater >= 9.5 : 0 (14.12/7.01) [9.06/2.01] | | ambtition_important >= 12.5 : 0 (49.43/0.02) [20.21/1.02] | d_shared_interests_partner = [6-8] | | pref_o_attractive < 9.55 : 1 (5.08/0.04) [1.1/1.04] | | pref_o_attractive >= 9.55 | | | funny_o < 6.5 : 0 (43.59/2.01) [20.91/1.37] | | | funny_o >= 6.5 | | | | guess_prob_liked < 5.5 : 0 (19.57/1.32) [7.33/1.54] | | | | guess_prob_liked >= 5.5 | | | | | clubbing < 4.5 : 0 (13.03/1.01) [4.03/0.03] | | | | | clubbing >= 4.5 : 1 (40.28/19.5) [19.13/5.96] | d_shared_interests_partner = [9-10] | | d_art = [0-5] : 1 (7.27/0.11) [5.16/4] | | d_art = [6-8] : 0 (22/11) [14/5] | | d_art = [9-10] : 0 (3/0) [2/2] field = law | funny_o < 7.5 : 0 (51.98/3.03) [28.82/5] | funny_o >= 7.5 | | d_pref_o_intelligence = [16-20] : 0 (17.49/5.06) [9.7/5.01] | | d_pref_o_intelligence = [0-15] : 0 (1.06/0.01) [4.43/1.06] | | d_pref_o_intelligence = [21-100] : 1 (8.01/1.01) [2.39/0.37] field = Economics : 0 (48.34/6.06) [19.21/3.06] field = Masters in Public Administration : 1 (13.09/5.08) [7.06/0.04] field = Masters of Social Work&Education : 0 (7.05/0.01) [3.03/2.01] field = Finance | guess_prob_liked < 6.5 : 0 (41.36/0.06) [20.16/4.03] | guess_prob_liked >= 6.5 : 0 (32.15/7.03) [20.16/3.07] field = Business | d_like = [6-8] | | d_funny_o = [6-8] : 0 (108.8/39.25) [57.37/15.12] | | d_funny_o = [9-10] | | | d_yoga = [0-5] | | | | d_ambitous_o = [6-8] : 1 (5/0) [6.06/3] | | | | d_ambitous_o = [9-10] | | | | | ambitous_o < 9.5 : 0 (5/0) [3.12/1.12] | | | | | ambitous_o >= 9.5 | | | | | | d_attractive_o = [6-8] : 0 (2/1) [1/0] | | | | | | d_attractive_o = [9-10] : 1 (3/0) [1.06/0.06] | | | | | | d_attractive_o = [0-5] : 0 (2/0) [1/0] | | | | d_ambitous_o = [0-5] : 0 (1/0) [1/1] | | | d_yoga = [6-8] : 1 (5/0) [6/3] | | | d_yoga = [9-10] : 1 (5/1) [5/1] | | d_funny_o = [0-5] : 0 (50.18/3) [27.12/6] | d_like = [0-5] : 0 (137.04/1) [62.61/0.06] | d_like = [9-10] | | race = Asian/Pacific Islander/Asian-American : 0 (6.12/2.06) [5.04/1.02] | | race = European/Caucasian-American : 1 (9.18/1.09) [4.06/1.03] | | race = Other : 0 (1.02/0.01) [0.01/0] | | race = Latino/Hispanic American : 1 (1.02/0.01) [1.01/0] | | race = Black/African American : 0 (1.02/0.01) [1.01/0] field = political science | shared_interests_partner < 7.5 : 0 (22.14/5.01) [7.09/0.02] | shared_interests_partner >= 7.5 : 1 (5.05/0.03) [2.03/0.01] field = money : 1 (8.06/1.05) [2.03/0.02] field = Operations Research : 0 (37.26/0.05) [19.16/1.05] field = TC [Health Ed] : 0 (9.06/1.01) [7.04/1.01] field = Psychology : 0 (99.7/19.12) [40.43/6.12] field = social work | d_funny_partner = [6-8] : 0 (11.04/0.01) [4.03/0.01] | d_funny_partner = [0-5] : 0 (4.05/1) [6.02/0.01] | d_funny_partner = [9-10] : 1 (1.03/0.01) [0.01/0.01] field = Social Work | d_like = [6-8] | | expected_num_matches < 2.5 : 0 (74.43/5.19) [37.48/3.84] | | expected_num_matches >= 2.5 | | | d_attractive_o = [6-8] | | | | attractive_o < 7.5 : 0 (28.94/10.09) [10.9/0.45] | | | | attractive_o >= 7.5 : 1 (5.5/0.05) [1.5/0.05] | | | d_attractive_o = [9-10] : 1 (2.3/1.85) [1.54/0.05] | | | d_attractive_o = [0-5] : 0 (13.56/0) [7.14/2] | d_like = [0-5] : 0 (104.78/1) [48.46/1.05] | d_like = [9-10] : 0 (27.28/9.14) [17.09/4.05] field = Speech Language Pathology : 0 (12.08/2.02) [4.05/0.02] field = Speech Languahe Pathology : 0 (10.07/0.01) [6.04/1.01] field = Educational Psychology : 0 (11.08/0.01) [5.05/0.01] field = Applied Maths/Econs | like < 6.5 : 0 (12.06/0) [2.03/0] | like >= 6.5 : 1 (2.04/0.02) [0.03/0.01] field = Mathematics | d_funny_partner = [6-8] : 0 (33.14/1.03) [29.11/3.02] | d_funny_partner = [0-5] : 0 (18.16/0) [7.08/0.02] | d_funny_partner = [9-10] | | attractive_o < 6.5 : 0 (2.02/0) [2.01/0] | | attractive_o >= 6.5 : 1 (4.07/0.03) [0.04/0.01] field = Statistics : 0 (21.15/2.03) [11.09/2.03] field = Organizational Psychology : 0 (23.16/7.03) [11.1/3.03] field = Mechanical Engineering : 0 (39.27/4.05) [12.17/2.05] field = Finanace | d_shared_interests_o = [6-8] : 0 (3.04/0.01) [2.02/0] | d_shared_interests_o = [0-5] : 0 (8.04/0) [4.02/2] | d_shared_interests_o = [9-10] : 1 (1.01/0) [1.01/0] field = Finance&Economics : 0 (15.11/1.02) [4.06/0.02] field = Undergrad - GS : 0 (17.12/1.02) [2.07/0.02] field = Mathematical Finance | pref_o_shared_interests < 7.5 : 1 (3.31/0.31) [3.01/1.01] | pref_o_shared_interests >= 7.5 : 0 (7.76/0.01) [5.04/1.01] field = Medicine : 0 (29.2/2.04) [11.13/2.04] field = MBA | attractive_partner < 7.5 : 0 (250.79/18.06) [106.48/11.23] | attractive_partner >= 7.5 | | d_attractive_o = [6-8] | | | d_importance_same_religion = [2-5] : 1 (11/3) [6/2] | | | d_importance_same_religion = [0-1] : 0 (20.48/4.29) [11.17/2.12] | | | d_importance_same_religion = [6-10] : 0 (7/3) [4.23/1] | | d_attractive_o = [9-10] | | | pref_o_ambitious < 12.77 : 0 (2.97/0.86) [2.06/0.06] | | | pref_o_ambitious >= 12.77 : 1 (8.2/0) [3/1] | | d_attractive_o = [0-5] : 0 (24.83/4) [13.46/3] field = LAW : 0 (13.09/3.02) [6.06/0.02] field = psychology | d_d_age = [4-6] : 0 (6/0) [2/0] | d_d_age = [0-1] : 0 (8/4) [5/1] | d_d_age = [2-3] : 0 (7/3) [4/0] | d_d_age = [7-37] : 0 (5.18/0.03) [1.11/0.03] field = German Literature : 0 (6.04/0.01) [4.03/2.01] field = Business & International Affairs : 0 (8.06/0.01) [2.03/1.01] field = MFA Creative Writing : 0 (12.08/1.02) [4.05/0.02] field = Engineering | d_attractive_partner = [6-8] : 0 (27.17/2.02) [13.11/4.04] | d_attractive_partner = [0-5] : 0 (19.12/1) [17.08/1] | d_attractive_partner = [9-10] : 1 (3.05/0.01) [2.02/0] field = Electrical Engineering | d_shared_interests_partner = [0-5] : 0 (62.44/2.02) [39.22/5.02] | d_shared_interests_partner = [6-8] : 0 (33.18/9.05) [22.16/3.05] | d_shared_interests_partner = [9-10] : 1 (6.09/3.04) [2.05/1] field = Classics | funny_partner < 6.5 : 0 (13.71/0) [10.59/0.01] | funny_partner >= 6.5 | | d_attractive_o = [6-8] : 1 (6.96/0.94) [3.02/1.01] | | d_attractive_o = [9-10] : 1 (1.02/0.01) [1.02/0.01] | | d_attractive_o = [0-5] : 0 (3.48/0) [2.48/0] field = Operations Research [SEAS] : 0 (11.08/3.01) [7.05/0.01] field = chemistry | d_funny_o = [6-8] | | funny_o < 7.5 : 0 (19.11/3.02) [7.06/0] | | funny_o >= 7.5 : 1 (4.08/0.05) [2.05/0.02] | d_funny_o = [9-10] : 0 (4.03/0.01) [0.04/0.03] | d_funny_o = [0-5] : 0 (18.09/0) [3.05/0] field = Journalism : 0 (12.08/3.02) [6.05/0.02] field = Elementary/Childhood Education [MA] | funny_partner < 9.5 : 0 (8.06/0.01) [5.04/1.01] | funny_partner >= 9.5 : 1 (2.01/0) [3/1] field = microbiology | funny_partner < 6.5 : 0 (13.08/0) [10.04/0.01] | funny_partner >= 6.5 : 0 (11.09/5.03) [4.06/2.02] field = Masters of Social Work : 0 (11.08/1.01) [7.05/0.01] field = Communications | d_shared_interests_o = [6-8] | | pref_o_ambitious < 5.5 : 1 (5/0) [1.01/0.01] | | pref_o_ambitious >= 5.5 : 0 (3.03/1.01) [2.01/0] | d_shared_interests_o = [0-5] : 0 (2.04/0) [3.02/1] | d_shared_interests_o = [9-10] : 0 (2.01/0) [0.01/0.01] field = Marketing : 0 (15.11/2.02) [3.06/0.02] field = Chemistry : 0 (22.15/1.03) [14.1/1.03] field = International Educational Development | like < 6.5 : 0 (6.06/0) [1.03/0] | like >= 6.5 : 1 (10.06/4.03) [1.04/0.02] field = Education Administration | like < 7.25 : 0 (10.06/0) [4.03/0] | like >= 7.25 : 1 (3.03/0.02) [1.02/0.01] field = Business [MBA] | funny_partner < 6.5 : 0 (21.64/0.01) [14.07/2.02] | funny_partner >= 6.5 | | pref_o_shared_interests < 14.65 | | | intelligence_o < 7.5 : 0 (6.04/1.01) [3.03/0] | | | intelligence_o >= 7.5 : 1 (9.05/2.03) [8.04/3.01] | | pref_o_shared_interests >= 14.65 : 0 (6.57/0.02) [9.04/1.01] field = Computer Science : 0 (36.25/2.05) [12.16/1.05] field = Climate-Earth and Environ. Science | attractive_partner < 7.5 : 0 (10.06/0) [1.05/1.01] | attractive_partner >= 7.5 | | d_shared_interests_partner = [0-5] : 0 (2.02/0) [1/0] | | d_shared_interests_partner = [6-8] : 1 (2.02/0.01) [1.01/0.01] | | d_shared_interests_partner = [9-10] : 1 (1.01/0) [0.01/0] field = financial math : 0 (16.11/0.02) [2.07/0.02] field = Business- MBA : 0 (11.08/0.01) [7.05/1.01] field = Religion : 1 (15.11/6.09) [3.06/1.05] field = Film : 0 (65.46/13.08) [27.28/7.08] field = Sociology : 0 (57.4/16.07) [31.25/2.07] field = Economics, English : 0 (8.06/1.01) [2.03/0.01] field = Economics, Sociology : 0 (7.05/1.01) [3.03/0.01] field = Polish | d_funny_partner = [6-8] : 0 (2.02/0) [0.02/0] | d_funny_partner = [0-5] : 0 (4.02/1) [1.01/1] | d_funny_partner = [9-10] : 1 (2.01/0.01) [1.01/0] field = English | d_shared_interests_o = [6-8] : 0 (12.1/6.03) [7.05/2.01] | d_shared_interests_o = [0-5] : 0 (17.1/0.01) [7.06/0.01] | d_shared_interests_o = [9-10] : 0 (2.02/0.01) [0.02/0.02] field = psychology and english : 0 (8.06/0.01) [2.03/0.01] field = Biomedical Engineering | guess_prob_liked < 5.5 : 0 (19.84/0.01) [12.05/0] | guess_prob_liked >= 5.5 | | intelligence_partner < 7.5 : 1 (3.14/0.13) [3.01/1.01] | | intelligence_partner >= 7.5 : 0 (4.21/0.02) [2.06/0.02] field = Economics and Political Science : 0 (8.06/0.01) [2.03/0.01] field = Art History/medicine | d_shared_interests_partner = [0-5] : 0 (3.03/0) [0.02/0] | d_shared_interests_partner = [6-8] : 1 (4.01/0.01) [0.01/0.01] | d_shared_interests_partner = [9-10] : 1 (0.01/0) [3/0] field = philosophy : 0 (7.05/1.01) [3.03/1.01] field = electrical engineering | interests_correlate < 0.24 : 0 (16.11/0.02) [5.07/1.02] | interests_correlate >= 0.24 : 0 (10.07/5.01) [6.04/1.01] field = marine geophysics : 0 (1.01/0) [4/1] field = theory : 0 (3.02/0) [2.01/2] field = engineering | pref_o_funny < 14.5 : 0 (7.02/3.01) [6.56/0.01] | pref_o_funny >= 14.5 : 0 (19.16/0.02) [13.55/1.02] field = Nutrition/Genetics : 0 (10.07/1.01) [6.04/0.01] field = Neuroscience : 0 (11.08/0.01) [5.05/0.01] field = Comparative Literature | d_attractive_partner = [6-8] : 0 (7.04/0) [3.03/0.01] | d_attractive_partner = [0-5] : 0 (5.03/0) [0.02/0] | d_attractive_partner = [9-10] : 1 (1.01/0) [0/0] field = International Relations : 0 (10.07/4.01) [6.04/1.01] field = History of Religion : 0 (12.08/1.02) [4.05/1.02] field = international affairs - economic development | d_shared_interests_partner = [0-5] : 0 (3.04/0) [4.02/0] | d_shared_interests_partner = [6-8] : 0 (6.02/0.01) [1.02/0.01] | d_shared_interests_partner = [9-10] : 1 (1.01/0) [1.01/0] field = Political Science : 0 (44.31/6.06) [25.19/2.06] field = Modern Chinese Literature : 0 (8.06/1.01) [8.03/2.01] field = business | attractive_partner < 7.5 : 0 (48.31/0.01) [21.89/1.05] | attractive_partner >= 7.5 | | sinsere_o < 6.5 | | | race_o = European/Caucasian-American : 0 (7.72/0) [5/0] | | | race_o = Asian/Pacific Islander/Asian-American : 1 (0.01/0) [0.01/0] | | | race_o = Latino/Hispanic American : 0 (0/0) [0/0] | | | race_o = Other : 0 (0/0) [0/0] | | | race_o = Black/African American : 0 (2.08/0) [0/0] | | sinsere_o >= 6.5 | | | d_shopping = [6-8] : 0 (4/0) [3/2] | | | d_shopping = [0-5] : 1 (8.76/2.7) [6.07/1.03] | | | d_shopping = [9-10] : 1 (3.63/1.63) [0.35/0.35] field = Business, marketing : 0 (12.08/1.02) [4.05/0.02] field = physics [astrophysics] : 0 (9.06/0.01) [7.04/0.01] field = Physics : 0 (41.29/3.05) [15.18/1.05] field = Business/ Finance/ Real Estate : 0 (10.07/2.01) [6.04/1.01] field = Biochemistry | d_guess_prob_liked = [5-6] : 0 (19.08/2.02) [12.07/3.02] | d_guess_prob_liked = [0-4] : 0 (17.17/0.02) [12.04/0] | d_guess_prob_liked = [7-10] | | d_attractive_o = [6-8] : 1 (5.04/0.02) [0.04/0.02] | | d_attractive_o = [9-10] : 1 (2.01/0.01) [0.02/0] | | d_attractive_o = [0-5] : 0 (3.02/0) [0.03/0] field = Art Education | attractive_partner < 7.5 : 0 (21.12/0) [7.09/0.02] | attractive_partner >= 7.5 : 0 (6.07/3.03) [3.03/0.01] field = Philosophy : 0 (17.12/2.02) [8.07/1.02] field = American Studies [Masters] : 0 (11.08/3.01) [5.05/0.01] field = biology : 0 (27.19/7.03) [10.12/1.03] field = Cell Biology : 0 (15.11/1.02) [1.06/0.02] field = Microbiology : 0 (9.06/3.01) [7.04/2.01] field = math : 0 (9.06/3.01) [7.04/2.01] field = International Affairs/Finance : 0 (8.06/1.01) [2.03/1.01] field = International Affairs | d_funny_partner = [6-8] | | race_o = European/Caucasian-American : 0 (59.23/8.03) [33.75/3.65] | | race_o = Asian/Pacific Islander/Asian-American : 0 (17.07/1.03) [4.34/1.21] | | race_o = Latino/Hispanic American : 0 (7.13/2.03) [4.11/0.07] | | race_o = Other : 0 (6.03/0) [2.06/1.06] | | race_o = Black/African American | | | importance_same_race < 4.5 : 0 (3/0) [0.02/0] | | | importance_same_race >= 4.5 : 1 (3/0) [0.08/0.02] | d_funny_partner = [0-5] : 0 (46.53/0) [17.26/1.07] | d_funny_partner = [9-10] : 0 (41.3/12.13) [9.16/3.1] field = international affairs/international finance : 0 (4.03/0.01) [6.02/0.01] field = Health policy : 0 (10.07/1.01) [0.04/0.01] field = English and Comp Lit : 0 (6.04/1.01) [4.03/0.01] field = international finance and business | like < 7.5 : 0 (7.04/0) [1.02/0] | like >= 7.5 : 1 (2.02/0.01) [0.02/0.01] field = Sociomedical Sciences- School of Public Health : 0 (6.04/3.01) [4.03/2.01] field = Epidemiology : 0 (24.17/1.03) [11.1/2.03] field = Social work : 0 (6.04/0.01) [4.03/1.01] field = International Business : 0 (21.15/6.03) [9.09/2.03] field = Medical Informatics : 0 (6.04/1.01) [4.03/2.01] field = International Finance, Economic Policy : 0 (6.04/0.01) [4.03/1.01] field = Law and Social Work : 0 (5.04/0.01) [5.02/0.01] field = International Development : 0 (4.03/1.01) [6.02/2.01] field = Business/Law : 0 (7.05/1.01) [3.03/0.01] field = Clinical Psychology | guess_prob_liked < 7.5 | | d_like = [6-8] : 0 (15.86/0.03) [11.08/3.03] | | d_like = [0-5] : 0 (18.9/1) [13.06/1] | | d_like = [9-10] : 1 (1.04/0.02) [1.02/0.01] | guess_prob_liked >= 7.5 : 1 (11.53/2.52) [4.05/2.02] field = Religion, GSAS : 0 (11.08/1.01) [9.05/1.01] field = International Affairs and Public Health | d_attractive_partner = [6-8] : 0 (9.04/0) [9.03/1.01] | d_attractive_partner = [0-5] : 0 (0.03/0) [0.02/0] | d_attractive_partner = [9-10] : 1 (2.01/0) [0/0] field = International affairs : 0 (21.15/0.03) [14.09/0.03] field = History : 0 (29.2/4.04) [11.13/2.04] field = Business and International Affairs [MBA/MIA Dual Degree] : 0 (11.08/1.01) [9.05/2.01] field = QMSS | d_funny_partner = [6-8] : 0 (4.04/0.01) [1.03/0.01] | d_funny_partner = [0-5] : 0 (9.04/0) [5.02/0.01] | d_funny_partner = [9-10] : 1 (1.02/0.01) [0.01/0.01] field = climate change : 0 (12.08/0.02) [8.05/2.02] field = Public Administration : 0 (26.18/8.03) [9.11/1.03] field = MA Biotechnology | shared_interests_partner < 7.5 : 0 (16.13/0.01) [9.09/2.02] | shared_interests_partner >= 7.5 : 1 (11.06/2.04) [4.03/1.01] field = International Affairs/Business : 0 (14.1/0.02) [6.06/0.02] field = Ecology : 0 (9.06/2.01) [11.04/1.01] field = Master in Public Administration | d_guess_prob_liked = [5-6] : 0 (9.03/1.01) [2.02/0.01] | d_guess_prob_liked = [0-4] : 0 (0.06/0.01) [0.02/0] | d_guess_prob_liked = [7-10] : 1 (8.03/1.02) [1.03/0.02] field = Computational Biochemsistry : 0 (16.11/2.02) [4.07/0.02] field = Neurobiology | d_ambition_partner = [6-8] : 1 (4.05/0.04) [7.03/3.02] | d_ambition_partner = [0-5] : 0 (7.03/0) [1.01/0] | d_ambition_partner = [9-10] : 0 (1.01/0) [0.01/0.01] field = Mathematics, PhD : 0 (9.06/0.01) [11.04/0.01] field = History [GSAS - PhD] : 0 (12.08/1.02) [8.05/0.02] field = biomedicine | like < 6.5 : 0 (9.86/0.82) [7.03/0] | like >= 6.5 : 1 (2.22/0.02) [1.02/0.01] field = Master of International Affairs : 0 (12.08/3.02) [8.05/2.02] field = Sociology and Education : 0 (4.03/0.01) [5.02/0.01] field = elementary education : 0 (5.04/0.01) [4.02/2.01] field = Biology : 0 (54.38/12.07) [31.23/5.07] field = American Studies : 0 (7.05/1.01) [2.03/0.01] field = Arts Administration : 0 (7.05/1.01) [2.03/1.01] field = Conservation biology : 0 (5.04/1.01) [4.02/0.01] field = sociology : 0 (37.26/5.05) [15.16/2.05] field = Japanese Literature : 0 (4.03/3.01) [5.02/0.01] field = biotechnology : 0 (15.11/3.02) [9.06/2.02] field = Earth and Environmental Science : 0 (3.02/0) [6.01/0] field = Philosophy [Ph.D.] : 0 (7.05/1.01) [2.03/0.01] field = Philosophy and Physics : 0 (13.09/0.02) [8.06/0.02] field = nutrition : 0 (12.08/0.02) [9.05/0.02] field = MA Science Education | like < 6.5 : 0 (10.05/0) [2.03/1] | like >= 6.5 : 1 (3.04/1.02) [6.03/2.01] field = Genetics : 0 (31.22/6.04) [11.13/1.04] field = Law and English Literature [J.D./Ph.D.] : 0 (14.1/1.02) [7.06/0.02] field = french : 0 (15.11/3.02) [6.06/1.02] field = Nutritiron : 0 (12.08/0.02) [9.05/0.02] field = GS Postbacc PreMed | attractive_partner < 6.5 : 0 (6.05/0) [3.04/1.01] | attractive_partner >= 6.5 | | d_shared_interests_partner = [0-5] : 0 (4.03/1) [0.01/0] | | d_shared_interests_partner = [6-8] : 1 (6.02/0.01) [2.02/0.01] | | d_shared_interests_partner = [9-10] : 1 (0.01/0) [0.01/0] field = Art History | d_shared_interests_o = [6-8] : 0 (9.05/1.01) [2.03/1.01] | d_shared_interests_o = [0-5] : 0 (5.05/0) [3.03/2] | d_shared_interests_o = [9-10] : 1 (2.01/0.01) [0.01/0] field = Molecular Biology : 0 (15.11/5.02) [6.06/0.02] field = Genetics & Development : 0 (15.11/4.02) [6.06/1.02] field = medical informatics : 0 (13.09/0.02) [8.06/0.02] field = Electrical Engg. : 0 (17.12/2.02) [4.07/0.02] field = Business School : 0 (17.12/0.02) [4.07/1.02] field = International Politics : 0 (13.09/0.02) [8.06/0.02] field = MBA / Master of International Affairs [SIPA] : 0 (17.12/5.02) [4.07/0.02] field = genetics : 0 (12.08/0.02) [9.05/2.02] field = medicine and biochemistry | d_attractive_partner = [6-8] : 0 (8.05/4.01) [3.04/1.01] | d_attractive_partner = [0-5] : 0 (6.04/0) [3.02/0] | d_attractive_partner = [9-10] : 0 (1.02/0.01) [0.01/0.01] field = Social Studies Education : 0 (8.06/1.01) [6.03/0.01] field = MA Teaching Social Studies : 0 (9.06/0.01) [5.04/0.01] field = Education Policy | d_funny_partner = [6-8] : 0 (5.05/0.01) [5.04/1.01] | d_funny_partner = [0-5] : 0 (14.06/0) [9.03/0.01] | d_funny_partner = [9-10] : 1 (1.03/0.02) [2.02/1.01] field = Education- Literacy Specialist : 0 (12.08/4.02) [2.05/0.02] field = Anthropology/Education | shared_interests_o < 7.5 : 0 (9.65/0.01) [2.03/0] | shared_interests_o >= 7.5 : 1 (2.43/0.42) [0.02/0.01] field = bilingual education : 0 (11.08/2.01) [3.05/0.01] field = speech pathology : 0 (9.06/0.01) [5.04/0.01] field = Education : 0 (38.27/5.05) [17.16/5.05] field = Speech Pathology : 0 (9.06/0.01) [5.04/1.01] field = math education : 0 (9.06/0.01) [5.04/2.01] field = TESOL : 0 (12.08/1.02) [2.05/0.02] field = Elementary Education | d_attractive_partner = [6-8] : 0 (11.08/5.01) [4.05/0.02] | d_attractive_partner = [0-5] : 0 (8.06/0) [6.04/1] | d_attractive_partner = [9-10] : 1 (3.02/0) [1.01/0] field = Cognitive Studies in Education : 0 (8.06/1.01) [6.03/0.01] field = education : 0 (23.16/5.03) [9.1/0.03] field = Finance/Economics : 0 (9.06/0.01) [5.04/1.01] field = Museum Anthropology : 0 (10.07/1.01) [4.04/0.01] field = Environmental Engineering : 0 (8.06/0.01) [6.03/2.01] field = Business Administration : 0 (11.08/0.01) [3.05/0.01] field = Curriculum and Teaching/Giftedness : 0 (9.06/3.01) [5.04/0.01] field = Anthropology : 0 (6.04/1.01) [3.03/1.01] field = Instructional Tech & Media : 0 (4.03/1.01) [5.02/2.01] field = School Psychology : 0 (37.26/12.05) [19.16/5.05] field = Instructional Media and Technology : 0 (7.05/2.01) [2.03/0.01] field = SIPA / MIA : 0 (5.04/0.01) [4.02/0.01] field = English Education : 0 (4.03/1.01) [5.02/0.01] field = art education : 0 (6.04/0.01) [3.03/0.01] field = MA in Quantitative Methods : 0 (7.05/1.01) [2.03/0.01] field = Early Childhood Education : 0 (7.05/0.01) [2.03/0.01] field = anthropology : 0 (6.04/2.01) [4.03/0.01] field = Architecture : 0 (8.06/1.01) [2.03/0.01] field = Urban Planning : 0 (34.24/5.04) [16.15/5.04] field = Ed.D. in higher education policy at TC | d_funny_partner = [6-8] : 0 (8.04/0.01) [1.03/0.01] | d_funny_partner = [0-5] : 0 (5.04/0) [3.02/0.01] | d_funny_partner = [9-10] : 1 (1.02/0.01) [0.01/0.01] field = International Security Policy - SIPA | attractive_o < 7.5 : 0 (9.05/0.01) [2.03/0] | attractive_o >= 7.5 : 1 (5.05/2.04) [2.03/1.01] field = Nutrition : 0 (13.09/4.02) [5.06/0.02] field = EDUCATION : 0 (25.18/1.03) [11.11/0.03] field = Applied Physiology & Nutrition : 0 (11.08/3.01) [7.05/0.01] field = music education : 0 (16.11/3.02) [20.07/3.02] field = Music Education : 0 (15.11/2.02) [3.06/1.02] field = Counseling Psychology : 0 (25.18/2.03) [12.11/0.03] field = Communications in Education : 0 (8.06/2.01) [10.03/1.01] field = Intellectual Property Law : 0 (16.11/0.02) [4.07/1.02] field = MBA Finance | pref_o_intelligence < 26 | | race_o = European/Caucasian-American : 0 (5.05/1.01) [2.34/0.01] | | race_o = Asian/Pacific Islander/Asian-American : 0 (5.02/0) [0.33/0] | | race_o = Latino/Hispanic American : 0 (2.02/1.01) [0.13/0] | | race_o = Other : 1 (1.01/0.01) [1.07/0.07] | | race_o = Black/African American : 0 (1.01/0) [0.07/0] | pref_o_intelligence >= 26 : 1 (2.01/0.01) [0.14/0.13] field = Intrernational Affairs | d_guess_prob_liked = [5-6] : 0 (5.02/1.01) [6.02/2] | d_guess_prob_liked = [0-4] : 0 (4.04/0) [2.01/0] | d_guess_prob_liked = [7-10] : 1 (2.02/0.01) [1.02/0.01] field = BUSINESS CONSULTING : 0 (8.06/0.01) [12.03/1.01] field = business school : 0 (15.11/0.02) [5.06/1.02] field = Business, Media : 0 (11.08/1.01) [8.05/1.01] field = MFA -Film : 0 (15.11/2.02) [4.06/0.02] field = Higher Ed. - M.A. : 0 (11.08/1.01) [8.05/3.01] field = Neuroscience and Education : 0 (12.08/2.02) [7.05/1.02] field = Creative Writing : 0 (11.08/0.01) [8.05/1.01] field = Creative Writing - Nonfiction : 0 (12.08/2.02) [7.05/0.02] field = Writing: Literary Nonfiction : 0 (12.08/3.02) [7.05/2.02] field = Creative Writing [Nonfiction] : 0 (14.1/0.02) [5.06/1.02] field = NonFiction Writing : 0 (12.08/2.02) [7.05/0.02] field = Theatre Management & Producing : 0 (14.1/1.02) [5.06/1.02] field = Financial Engineering | d_guess_prob_liked = [5-6] : 0 (10.05/1.01) [6.04/3.01] | d_guess_prob_liked = [0-4] : 0 (13.1/1.01) [2.02/0] | d_guess_prob_liked = [7-10] : 1 (4.04/0.03) [1.05/0.03] field = biomedical engineering : 0 (7.05/3.01) [11.03/2.01] field = Fundraising Management : 1 (5.04/1.03) [1.02/1.02] field = Business [Finance & Marketing] : 0 (4.03/0.01) [2.02/0.01] field = Elementary Education - Preservice : 0 (8.06/0.01) [6.03/0.01] field = Education Leadership - Public School Administration : 0 (6.04/1.01) [8.03/1.01] field = MFA Writing : 0 (7.05/2.01) [7.03/0.01] field = Bilingual Education : 0 (10.07/3.01) [4.04/0.01] field = International Affairs - Economic Policy : 0 (9.06/0.01) [1.04/0.01] field = SIPA - Energy : 0 (5.04/1.01) [5.02/1.01] field = Public Policy | d_attractive_partner = [6-8] : 0 (2.02/0) [2.01/0] | d_attractive_partner = [0-5] : 0 (2.01/0) [3.01/0] | d_attractive_partner = [9-10] : 1 (1.01/0) [0/0] field = Law/Business | d_intelligence_o = [6-8] : 0 (1.02/0) [2.01/0] | d_intelligence_o = [9-10] : 1 (2.01/0) [3.01/0] | d_intelligence_o = [0-5] : 0 (2.01/0) [0/0] field = MFA Poetry : 0 (5.04/0.01) [1.02/0.01] field = SOA -- writing : 0 (6.04/0.01) [0.03/0.01] field = biomedical informatics : 0 (5.04/0.01) [1.02/0.01] field = physics : 0 (8.06/1.01) [13.03/6.01] field = art history : 0 (3.02/0) [3.01/0] field = working : 0 (7.05/0.01) [8.03/0.01] field = Consulting : 0 (11.08/5.01) [4.05/2.01] field = Human Rights: Middle East : 0 (12.08/3.02) [3.05/0.02] field = Human Rights : 0 (9.06/2.01) [6.04/3.01] field = medicine | funny_partner < 6.5 | | d_guess_prob_liked = [5-6] : 1 (3/1) [1.02/0.02] | | d_guess_prob_liked = [0-4] : 0 (11.51/0) [11.02/0] | | d_guess_prob_liked = [7-10] : 0 (1.04/0.01) [0.02/0.01] | funny_partner >= 6.5 | | race_o = European/Caucasian-American : 1 (13.64/1.61) [2.06/1.04] | | race_o = Asian/Pacific Islander/Asian-American : 0 (3.01/1) [3.02/1.01] | | race_o = Latino/Hispanic American : 0 (1.04/0.01) [0.01/0] | | race_o = Other : 1 (2.01/0.01) [0/0] | | race_o = Black/African American : 0 (0/0) [0.01/0] field = Biotechnology : 0 (8.06/0.01) [7.03/1.01] field = SIPA-International Affairs : 0 (15.11/2.02) [15.06/2.02] field = teaching of English : 0 (12.08/1.02) [3.05/0.02] field = GSAS : 0 (11.08/2.01) [4.05/0.01] field = African-American Studies/History : 0 (10.07/2.01) [5.04/0.01] field = Neurosciences/Stem cells : 0 (12.08/1.02) [3.05/0.02] field = film : 0 (8.06/1.01) [7.03/0.01] field = journalism | pref_o_sincere < 14.5 | | d_shared_interests_o = [6-8] : 1 (5.03/0.03) [0/0] | | d_shared_interests_o = [0-5] : 0 (2.02/0) [1.03/0.01] | | d_shared_interests_o = [9-10] : 1 (1.01/0.01) [0.02/0] | pref_o_sincere >= 14.5 : 0 (21.14/2.03) [7.08/0.02] field = Theater | d_funny_partner = [6-8] : 0 (14.06/3.01) [8.05/3.01] | d_funny_partner = [0-5] : 0 (8.07/0) [5.03/0.01] | d_funny_partner = [9-10] : 1 (2.04/0.02) [0.02/0.01] field = Biology PhD : 0 (7.05/0.01) [0.03/0.01] field = biochemistry/genetics : 0 (3.02/0) [4.01/0] field = epidemiology : 0 (4.03/0.01) [3.02/1.01] field = Stats : 0 (3.02/0) [3.01/0] field = math of finance : 0 (5.04/0.01) [1.02/1.01] field = MFA Acting Program | d_shared_interests_partner = [0-5] : 0 (16.1/0) [15.05/1] | d_shared_interests_partner = [6-8] | | sincere_partner < 7.5 : 1 (4.01/0.01) [2/1] | | sincere_partner >= 7.5 : 0 (4.03/0.01) [2.03/0.01] | d_shared_interests_partner = [9-10] : 1 (0.02/0.01) [1.01/0] field = Nonfiction writing : 0 (17.12/2.02) [5.07/0.02] field = Biochemistry & Molecular Biophysics | d_ambitous_o = [6-8] | | d_d_age = [4-6] : 0 (3/0) [1/1] | | d_d_age = [0-1] : 1 (1/0) [1/0] | | d_d_age = [2-3] : 0 (4/0) [1/1] | | d_d_age = [7-37] : 0 (0.07/0.02) [0.04/0.01] | d_ambitous_o = [9-10] : 1 (3.01/1.01) [0.02/0.01] | d_ambitous_o = [0-5] : 0 (7.04/0) [1.02/0] field = Acting : 0 (15.11/0.02) [7.06/0.02] field = Social Work/SIPA : 0 (10.07/0.01) [12.04/0.01] field = Public Health : 0 (16.11/0.02) [6.07/0.02] field = ELECTRICAL ENGINEERING : 0 (9.06/0.01) [13.04/1.01] field = Math | d_funny_partner = [6-8] : 0 (10.04/0.01) [0.03/0.01] | d_funny_partner = [0-5] : 0 (5.05/0) [4.02/0.01] | d_funny_partner = [9-10] : 1 (2.03/0.02) [1.02/0.01] field = Biomedical engineering : 0 (12.08/3.02) [10.05/1.02] field = Industrial Engineering : 0 (13.09/1.02) [9.06/0.02] field = Industrial Engineering/Operations Research : 0 (16.11/1.02) [6.07/0.02] field = Masters of Industrial Engineering : 0 (17.12/3.02) [5.07/0.02] field = Biomedical Informatics : 0 (15.11/0.02) [7.06/2.02] field = MBA - Private Equity / Real Estate | funny_o < 7.5 : 0 (11.06/0.01) [8.03/0] | funny_o >= 7.5 : 1 (3.04/0.03) [0.03/0.01] field = General management/finance : 0 (15.11/4.02) [7.06/1.02] field = Climate Dynamics | like < 6.5 : 0 (10.69/0) [4.04/0] | like >= 6.5 : 1 (6.43/1.41) [1.04/0.02] Size of the tree : 552 Cost Matrix 0 1 2 0