CostSensitiveClassifier using reweighted training instances 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 (11.02/0) [9.16/2.12] | | | | | d_attractive_partner = [0-5] : 0 (9.44/0) [8.66/0] | | | | | d_attractive_partner = [9-10] : 1 (0.07/0) [2.12/0] | | | | d_pref_o_sincere = [0-15] | | | | | pref_o_attractive < 21 | | | | | | d_importance_same_race = [2-5] : 0 (4.6/0) [2.34/0] | | | | | | d_importance_same_race = [6-10] : 1 (5.36/1.13) [2.69/2.69] | | | | | | d_importance_same_race = [0-1] | | | | | | | d_d_age = [4-6] : 1 (5.01/0.78) [0.78/0.78] | | | | | | | d_d_age = [0-1] : 0 (0.78/0) [2.34/0] | | | | | | | d_d_age = [2-3] : 1 (4.23/0) [0/0] | | | | | | | d_d_age = [7-37] : 0 (0.86/0) [0.83/0] | | | | | pref_o_attractive >= 21 | | | | | | guess_prob_liked < 7.5 : 0 (21.86/0) [12.36/4.23] | | | | | | guess_prob_liked >= 7.5 : 1 (3.62/1.5) [4.51/0.21] | | | | d_pref_o_sincere = [21-100] : 0 (15.26/4.23) [6.82/2.12] | | | theater >= 9.5 : 1 (20.44/5.61) [9.78/5.53] | | ambtition_important >= 12.5 : 0 (38.53/0.03) [17.1/2.15] | d_shared_interests_partner = [6-8] | | shared_interests_o < 3.5 : 0 (19.25/1.21) [7.66/0.6] | | shared_interests_o >= 3.5 | | | pref_o_attractive < 11 : 1 (26.27/2.38) [2.46/2.34] | | | pref_o_attractive >= 11 | | | | race = Asian/Pacific Islander/Asian-American | | | | | d_ambitous_o = [6-8] : 0 (5.52/0.03) [3.7/2.13] | | | | | d_ambitous_o = [9-10] : 1 (5.02/0.79) [6.38/0.01] | | | | | d_ambitous_o = [0-5] : 0 (0.67/0) [0.01/0] | | | | race = European/Caucasian-American | | | | | funny_o < 6.5 : 0 (17.22/1.72) [6.27/0] | | | | | funny_o >= 6.5 | | | | | | funny_partner < 6.5 : 0 (6.91/0) [0.89/0.08] | | | | | | funny_partner >= 6.5 : 1 (36.74/12.46) [25.5/6.67] | | | | race = Other : 0 (6.01/0.02) [1.37/0.02] | | | | race = Latino/Hispanic American | | | | | d_d_age = [4-6] : 1 (2.12/0) [0/0] | | | | | d_d_age = [0-1] : 0 (1.56/0) [0/0] | | | | | d_d_age = [2-3] : 1 (2.12/0) [2.12/0] | | | | | d_d_age = [7-37] : 0 (0.04/0.02) [1.59/0.02] | | | | race = Black/African American : 1 (5.72/1.47) [4.63/0.68] | d_shared_interests_partner = [9-10] : 1 (49.48/11.01) [27.44/10.14] field = law | funny_o < 7.5 : 0 (44.5/6.41) [28.8/10.58] | funny_o >= 7.5 | | d_attractive_partner = [6-8] | | | d_pref_o_intelligence = [16-20] : 1 (16.89/6.27) [9.28/0.78] | | | d_pref_o_intelligence = [0-15] : 1 (0.04/0.01) [3.74/1.56] | | | d_pref_o_intelligence = [21-100] | | | | d_pref_o_attractive = [21-100] : 1 (8.47/0) [0.06/0] | | | | d_pref_o_attractive = [16-20] : 0 (0.01/0) [0.01/0] | | | | d_pref_o_attractive = [0-15] : 1 (4.23/0) [4.23/0] | | d_attractive_partner = [0-5] : 0 (4.32/0) [4.23/0] | | d_attractive_partner = [9-10] : 1 (3/0.79) [2.53/0.35] field = Economics | age_o < 22.5 | | pref_o_sincere < 12.5 : 0 (8.73/0) [0.01/0] | | pref_o_sincere >= 12.5 | | | d_intelligence_o = [6-8] | | | | d_pref_o_funny = [16-20] : 0 (0.45/0) [0.79/0] | | | | d_pref_o_funny = [21-100] : 1 (4.23/0) [1.56/1.56] | | | | d_pref_o_funny = [0-15] : 1 (4.23/0) [0.02/0] | | | d_intelligence_o = [9-10] : 1 (5.01/0.78) [5.79/1.56] | | | d_intelligence_o = [0-5] : 0 (2.63/0) [0.01/0] | age_o >= 22.5 : 0 (20.48/0.12) [10.89/2.22] field = Masters in Public Administration | funny_o < 6.5 : 0 (2.38/0.01) [0.02/0] | funny_o >= 6.5 : 1 (18.6/1.62) [14.9/0.03] field = Masters of Social Work&Education : 0 (5.5/0.01) [5.04/4.25] field = Finance | guess_prob_liked < 6.5 : 0 (32.29/0.11) [21.09/8.52] | guess_prob_liked >= 6.5 : 0 (34.46/14.88) [19.8/6.48] field = Business | d_like = [6-8] | | d_funny_o = [6-8] | | | guess_prob_liked < 5.5 | | | | concerts < 6.5 : 0 (16.52/0.05) [12.64/6.35] | | | | concerts >= 6.5 : 0 (29.89/14.91) [14.25/6.35] | | | guess_prob_liked >= 5.5 | | | | like < 6.25 | | | | | d_shared_interests_partner = [0-5] : 0 (8.68/0) [3.12/0] | | | | | d_shared_interests_partner = [6-8] : 1 (12.59/6.24) [8.18/3.95] | | | | | d_shared_interests_partner = [9-10] : 1 (4.23/0) [0/0] | | | | like >= 6.25 | | | | | expected_happy_with_sd_people < 5.5 : 1 (34.13/0.05) [8.28/3.9] | | | | | expected_happy_with_sd_people >= 5.5 | | | | | | pref_o_funny < 19.38 | | | | | | | race_o = European/Caucasian-American : 0 (3.92/0) [1.72/0.07] | | | | | | | race_o = Asian/Pacific Islander/Asian-American : 0 (1.56/0) [4.49/2.12] | | | | | | | race_o = Latino/Hispanic American : 1 (2.25/0) [4.29/0.06] | | | | | | | race_o = Other : 0 (0.78/0) [0.02/0] | | | | | | | race_o = Black/African American : 0 (0/0) [0/0] | | | | | | pref_o_funny >= 19.38 | | | | | | | d_ambitous_o = [6-8] | | | | | | | | race_o = European/Caucasian-American : 1 (14.82/0) [5.52/1.22] | | | | | | | | race_o = Asian/Pacific Islander/Asian-American : 1 (0.07/0) [0/0] | | | | | | | | race_o = Latino/Hispanic American : 1 (4.23/0) [0.13/0.13] | | | | | | | | race_o = Other : 0 (0.02/0) [0.78/0] | | | | | | | | race_o = Black/African American : 1 (0/0) [0/0] | | | | | | | d_ambitous_o = [9-10] : 1 (2.12/0) [0.78/0.78] | | | | | | | d_ambitous_o = [0-5] : 0 (1.56/0) [0.78/0] | | d_funny_o = [9-10] | | | d_yoga = [0-5] : 1 (26.07/7.02) [18.62/5.51] | | | d_yoga = [6-8] : 1 (10.58/0) [8.69/2.34] | | | d_yoga = [9-10] : 1 (9.25/0.78) [9.25/0.78] | | d_funny_o = [0-5] | | | attractive_partner < 7.5 : 0 (27.95/0) [20.21/8.47] | | | attractive_partner >= 7.5 : 0 (15.2/6.35) [8.96/4.23] | d_like = [0-5] : 0 (108.25/2.12) [48.94/0.14] | d_like = [9-10] | | guess_prob_liked < 5.5 : 0 (3.13/0.01) [1.75/0.14] | | guess_prob_liked >= 5.5 : 1 (26.17/2.49) [13.7/3.12] field = political science | like < 6.5 : 0 (7.11/0) [3.96/0.01] | like >= 6.5 : 1 (27.56/6.3) [5.9/1.59] field = money : 1 (15.71/0.85) [4.31/0.04] field = Operations Research : 0 (29.06/0.08) [16.3/2.19] field = TC [Health Ed] : 0 (8.41/2.14) [6.84/2.14] field = Psychology | d_funny = [6-8] | | d_like = [6-8] : 0 (43.45/16.93) [12.81/4.23] | | d_like = [0-5] : 0 (6.24/0) [7.58/2.12] | | d_like = [9-10] : 1 (6.35/0) [2.12/0] | d_funny = [9-10] : 0 (33.09/4.23) [15.93/4.23] | d_funny = [0-5] : 1 (14.22/1.24) [1.3/1.03] field = social work | d_funny_partner = [6-8] : 0 (8.62/0.02) [3.15/0.01] | d_funny_partner = [0-5] | | pref_o_attractive < 40 : 0 (2.37/0) [4.7/0.01] | | pref_o_attractive >= 40 : 1 (2.12/-0) [0.01/0] | d_funny_partner = [9-10] : 1 (2.15/0.01) [0.02/0] field = Social Work | d_like = [6-8] | | expected_num_matches < 2.5 : 0 (64.28/10.63) [33.74/7.58] | | expected_num_matches >= 2.5 | | | d_attractive_o = [6-8] | | | | attractive_o < 7.5 | | | | | d_interests_correlate = [0-0.33] : 0 (14.15/6.35) [3.5/0] | | | | | d_interests_correlate = [0.33-1] : 0 (4.66/0) [0.78/0] | | | | | d_interests_correlate = [-1-0] : 1 (17.37/2.37) [5.06/3.93] | | | | attractive_o >= 7.5 : 1 (11.74/0.03) [3.27/0.03] | | | d_attractive_o = [9-10] : 1 (2.7/1.57) [3.37/0.03] | | | d_attractive_o = [0-5] : 0 (10.64/0) [8.23/4.23] | d_like = [0-5] : 0 (83.01/2.12) [39.16/2.21] | d_like = [9-10] | | intelligence_o < 6.5 : 0 (5.46/0) [2.37/0] | | intelligence_o >= 6.5 | | | pref_o_funny < 12.5 : 1 (10.58/0) [5.24/3.12] | | | pref_o_funny >= 12.5 | | | | attractive_o < 7.5 | | | | | funny_o < 7.5 : 0 (7.05/0) [4.46/2.12] | | | | | funny_o >= 7.5 : 1 (2.99/0.78) [2.9/0.78] | | | | attractive_o >= 7.5 : 1 (7.38/0.85) [3.77/1.56] field = Speech Language Pathology : 0 (12.12/4.27) [3.18/0.03] field = Speech Languahe Pathology : 0 (7.85/0.02) [6.06/2.14] field = Educational Psychology : 0 (8.64/0.02) [3.94/0.02] field = Applied Maths/Econs | like < 6.5 : 0 (9.4/0) [1.59/0.01] | like >= 6.5 : 1 (4.29/0.02) [0.04/0.01] field = Mathematics : 0 (51.5/10.72) [33.9/6.49] field = Statistics : 0 (19.19/4.28) [11.35/4.28] field = Organizational Psychology | like < 6.5 : 0 (13.89/2.12) [3.57/0.01] | like >= 6.5 : 1 (13.6/0.82) [9.16/2.75] field = Mechanical Engineering | d_shared_interests_o = [6-8] | | attractive_partner < 6.5 : 0 (3.93/0) [1.59/0.01] | | attractive_partner >= 6.5 : 1 (8.57/0.04) [5.82/1.57] | d_shared_interests_o = [0-5] : 0 (21.93/0.01) [4.74/0.01] | d_shared_interests_o = [9-10] : 0 (1.58/0.01) [0.05/0.05] field = Finanace | d_shared_interests_o = [6-8] : 0 (2.38/0.02) [1.58/0.01] | d_shared_interests_o = [0-5] : 0 (6.27/0) [5.81/4.24] | d_shared_interests_o = [9-10] : 1 (2.12/0) [2.13/0] field = Finance&Economics : 0 (13.13/2.15) [3.19/0.03] field = Undergrad - GS | d_sinsere_o = [6-8] : 0 (8.64/0.03) [1.61/0.02] | d_sinsere_o = [9-10] : 1 (2.13/0.01) [0.02/0] | d_sinsere_o = [0-5] : 0 (3.92/0) [0.01/0.01] field = Mathematical Finance | pref_o_shared_interests < 7.5 : 1 (6.79/0.43) [5.03/0.79] | pref_o_shared_interests >= 7.5 : 0 (5.89/0.02) [5.28/2.14] field = Medicine | interests_correlate < -0.12 | | pref_o_funny < 19.3 : 0 (2.43/0.01) [0.8/0.01] | | pref_o_funny >= 19.3 : 1 (4.4/0.16) [3.69/1.57] | interests_correlate >= -0.12 : 0 (18.64/0.05) [6.89/2.17] field = MBA | attractive_partner < 7.5 | | d_funny_o = [6-8] | | | interests_correlate < 0.47 : 0 (87.94/2.21) [51.56/15.11] | | | interests_correlate >= 0.47 | | | | d_d_age = [4-6] | | | | | d_shopping = [6-8] : 1 (4.23/0) [2.9/0.78] | | | | | d_shopping = [0-5] : 0 (2.34/0) [3.9/0] | | | | | d_shopping = [9-10] : 1 (2.9/0.78) [0/0] | | | | d_d_age = [0-1] : 1 (2.9/0.78) [0.78/0.78] | | | | d_d_age = [2-3] : 0 (5.46/0) [4.68/0] | | | | d_d_age = [7-37] : 0 (2.1/0.02) [0.43/0.07] | | d_funny_o = [9-10] | | | d_funny_partner = [6-8] | | | | reading < 7 : 0 (7.02/0) [1.56/0] | | | | reading >= 7 : 1 (22.39/5.46) [4.46/2.34] | | | d_funny_partner = [0-5] : 0 (9.45/0) [3.12/0] | | | d_funny_partner = [9-10] : 1 (10.81/2.34) [3.84/1.6] | | d_funny_o = [0-5] : 0 (61.71/2.12) [20.38/2.12] | attractive_partner >= 7.5 | | shared_interests_important < 19.38 | | | d_funny_partner = [6-8] | | | | d_importance_same_race = [2-5] : 1 (32.75/3.12) [15.82/3.12] | | | | d_importance_same_race = [6-10] | | | | | pref_o_funny < 17.79 : 0 (4.68/0) [1.56/0] | | | | | pref_o_funny >= 17.79 : 1 (9.25/0.78) [0.78/0.78] | | | | d_importance_same_race = [0-1] : 0 (15.41/6.67) [5.6/0.11] | | | d_funny_partner = [0-5] : 0 (4.85/0) [3.25/0] | | | d_funny_partner = [9-10] : 1 (19.19/4.06) [13.18/2.38] | | shared_interests_important >= 19.38 : 0 (10.26/0.08) [7.63/2.15] field = LAW : 0 (14.25/6.39) [4.75/0.04] field = psychology : 0 (29.85/14.9) [10.84/2.2] field = German Literature : 0 (4.71/0.01) [5.82/4.25] field = Business & International Affairs : 0 (6.28/0.02) [2.93/2.13] field = MFA Creative Writing : 0 (10.77/2.15) [3.17/0.03] field = Engineering | d_guess_prob_liked = [5-6] | | attractive_partner < 8.5 : 0 (14.86/0) [10.53/4.25] | | attractive_partner >= 8.5 : 1 (2.17/-0) [0.02/0] | d_guess_prob_liked = [0-4] : 0 (13.41/0.04) [9.95/2.12] | d_guess_prob_liked = [7-10] : 1 (16.12/5.5) [14.05/5.5] field = Electrical Engineering : 0 (98.17/29.89) [61.65/19.31] field = Classics | funny_partner < 6.5 : 0 (10.26/0.01) [8.12/0.02] | funny_partner >= 6.5 | | d_attractive_o = [6-8] : 1 (13.78/1.04) [5.05/0.79] | | d_attractive_o = [9-10] : 1 (2.15/0.01) [2.16/0.01] | | d_attractive_o = [0-5] : 0 (2.87/0) [2.09/0] field = Operations Research [SEAS] | d_shared_interests_partner = [0-5] : 0 (5.5/0) [3.14/0] | d_shared_interests_partner = [6-8] : 1 (7.16/0.79) [2.36/2.35] | d_shared_interests_partner = [9-10] : 1 (0.02/0) [0.01/0] field = chemistry | d_funny_o = [6-8] | | d_pref_o_sincere = [16-20] | | | funny_o < 7.5 : 0 (7.03/0) [1.58/0] | | | funny_o >= 7.5 : 1 (4.28/0.01) [4.24/0.01] | | d_pref_o_sincere = [0-15] | | | d_importance_same_religion = [2-5] : 0 (0.78/0) [0.78/0] | | | d_importance_same_religion = [0-1] | | | | d_d_age = [4-6] : 1 (2.12/0) [0/0] | | | | d_d_age = [0-1] : 0 (0.78/0) [0.78/0] | | | | d_d_age = [2-3] : 1 (4.23/0) [0/0] | | | | d_d_age = [7-37] : 1 (0.12/0.06) [0.08/0.03] | | | d_importance_same_religion = [6-10] : 1 (4.23/0) [0.78/0.78] | | d_pref_o_sincere = [21-100] : 0 (3.93/0) [1.57/0] | d_funny_o = [9-10] : 0 (3.15/0.02) [0.07/0.07] | d_funny_o = [0-5] : 0 (14.11/0) [2.38/0] field = Journalism : 0 (13.46/6.39) [4.75/0.04] field = Elementary/Childhood Education [MA] | funny_partner < 9.5 : 0 (6.31/0.02) [5.28/2.14] | funny_partner >= 9.5 : 1 (4.24/0) [5.02/0.78] field = microbiology | funny_partner < 6.5 : 0 (10.2/0.01) [7.84/0.02] | funny_partner >= 6.5 : 1 (15.38/4.74) [5.88/1.6] field = Masters of Social Work | age_o < 21.5 : 1 (2.12/0) [0.01/0] | age_o >= 21.5 : 0 (7.87/0.03) [5.5/0.02] field = Communications : 1 (17.5/4.76) [7.44/3.16] field = Marketing : 0 (14.47/4.27) [2.41/0.04] field = Chemistry : 0 (18.63/2.17) [12.35/2.17] field = International Educational Development | like < 6.5 : 0 (4.73/0) [0.82/0.01] | like >= 6.5 : 1 (15.91/3.16) [2.18/0.02] field = Education Administration | like < 7.25 : 0 (7.85/0.01) [3.15/0.01] | like >= 7.25 : 1 (6.4/0.02) [2.15/0.01] field = Business [MBA] | funny_partner < 6.5 | | d_attractive_partner = [6-8] : 0 (7.84/0) [4.72/0.03] | | d_attractive_partner = [0-5] : 0 (8.93/0) [6.05/2.12] | | d_attractive_partner = [9-10] : 1 (0.02/0) [2.9/0.78] | funny_partner >= 6.5 | | pref_o_shared_interests < 14.64 : 1 (22.51/5.51) [15.37/4.72] | | pref_o_shared_interests >= 14.64 : 0 (5.25/0.03) [8.4/2.13] field = Computer Science : 0 (30.97/4.32) [10.85/2.2] field = Climate-Earth and Environ. Science | attractive_partner < 7.5 | | d_funny_partner = [6-8] : 0 (3.91/0) [0.02/0.01] | | d_funny_partner = [0-5] : 0 (3.93/0) [0.02/0.01] | | d_funny_partner = [9-10] : 1 (0.01/0) [2.12/0] | attractive_partner >= 7.5 | | d_shared_interests_partner = [0-5] : 0 (1.58/0.01) [0.78/0] | | d_shared_interests_partner = [6-8] : 1 (4.25/0.01) [2.13/0] | | d_shared_interests_partner = [9-10] : 1 (2.14/0) [0.01/0] field = financial math : 0 (12.57/0.03) [1.62/0.03] field = Business- MBA : 0 (8.64/0.02) [6.84/2.14] field = Religion : 1 (23.9/4.79) [5.13/0.84] field = Film | funny_o < 6.5 : 0 (24.1/0.03) [12.94/6.35] | funny_o >= 6.5 | | d_pref_o_funny = [16-20] | | | funny_partner < 6.5 : 0 (5.31/2.14) [1.69/0] | | | funny_partner >= 6.5 : 1 (19.97/0.85) [8.38/1.98] | | d_pref_o_funny = [21-100] : 0 (3.97/0.03) [0.07/0.05] | | d_pref_o_funny = [0-15] : 0 (15.2/6.38) [7.68/2.19] field = Sociology | d_intelligence_partner = [6-8] | | attractive_partner < 4.5 : 0 (6.26/0) [3.93/0] | | attractive_partner >= 4.5 | | | shared_interests_o < 5.5 | | | | d_attractive_o = [6-8] : 0 (2.82/1.23) [2.34/0] | | | | d_attractive_o = [9-10] : 1 (2.12/0) [0.03/0.01] | | | | d_attractive_o = [0-5] : 0 (4.71/0) [3.13/0] | | | shared_interests_o >= 5.5 | | | | d_funny_important = [0-15] : 0 (0.16/0.08) [2.42/0.08] | | | | d_funny_important = [16-20] : 1 (8.47/0) [1.56/1.56] | | | | d_funny_important = [21-100] : 1 (15.73/0) [2.12/0] | d_intelligence_partner = [9-10] | | d_yoga = [0-5] : 0 (7.93/0.08) [2.49/0.08] | | d_yoga = [6-8] : 1 (4.23/0) [2.9/0.78] | | d_yoga = [9-10] : 0 (4.46/2.12) [1.56/0] | d_intelligence_partner = [0-5] : 0 (9.43/0) [4.71/0] field = Economics, English | attractive_o < 6.5 : 0 (5.48/0) [1.57/0] | attractive_o >= 6.5 : 1 (2.15/0.02) [0.03/0.01] field = Economics, Sociology : 0 (6.84/2.13) [2.37/0.02] field = Polish : 1 (10.32/3.95) [4.29/0.02] field = English | d_shared_interests_o = [6-8] | | d_pref_o_sincere = [16-20] | | | met < 0.5 : 0 (3.15/0.01) [1.59/0.01] | | | met >= 0.5 : 1 (2.13/0) [0/0] | | d_pref_o_sincere = [0-15] : 1 (10.65/0.03) [5.81/1.56] | | d_pref_o_sincere = [21-100] : 0 (1.57/0) [0.78/0] | d_shared_interests_o = [0-5] : 0 (13.35/0.01) [5.52/0.01] | d_shared_interests_o = [9-10] : 0 (1.58/0.01) [0.05/0.05] field = psychology and english : 0 (6.28/0.02) [1.59/0.02] field = Biomedical Engineering | guess_prob_liked < 5.5 : 0 (15.38/0.02) [9.4/0.01] | guess_prob_liked >= 5.5 | | intelligence_partner < 7.5 : 1 (6.59/0.22) [5.03/0.79] | | intelligence_partner >= 7.5 : 0 (3.28/0.03) [1.63/0.05] field = Economics and Political Science : 0 (6.28/0.02) [1.59/0.02] field = Art History/medicine | d_shared_interests_partner = [0-5] : 0 (2.38/0) [0.02/0] | d_shared_interests_partner = [6-8] : 1 (8.49/0.01) [0.02/0.01] | d_shared_interests_partner = [9-10] : 1 (0.02/0) [6.36/0] field = philosophy : 0 (6.84/2.13) [3.71/2.13] field = electrical engineering : 0 (27.15/10.66) [11.39/4.31] field = marine geophysics : 0 (0.79/0) [4.46/2.12] field = theory : 1 (2.36/2.35) [4.25/0.01] field = engineering : 0 (24.46/6.41) [17.06/2.18] field = Nutrition/Genetics : 0 (9.2/2.14) [4.73/0.02] field = Neuroscience : 0 (8.64/0.02) [3.94/0.02] field = Comparative Literature | d_attractive_partner = [6-8] | | d_funny_partner = [6-8] : 0 (2.36/0) [2.36/0.01] | | d_funny_partner = [0-5] : 0 (3.13/0) [0.01/0.01] | | d_funny_partner = [9-10] : 1 (0.01/0) [0.01/0] | d_attractive_partner = [0-5] : 0 (3.92/0) [0.01/0] | d_attractive_partner = [9-10] : 1 (2.14/0) [0.01/0] field = International Relations | d_guess_prob_liked = [5-6] : 1 (7.16/0.79) [0.02/0.01] | d_guess_prob_liked = [0-4] : 1 (1.6/1.59) [2.13/0.01] | d_guess_prob_liked = [7-10] : 0 (4.48/2.13) [3.94/0.03] field = History of Religion : 0 (10.77/2.15) [4.51/2.15] field = international affairs - economic development | d_shared_interests_partner = [0-5] : 0 (2.37/0) [3.14/0] | d_shared_interests_partner = [6-8] : 0 (4.7/0.01) [0.8/0.01] | d_shared_interests_partner = [9-10] : 1 (2.13/0) [2.13/0] field = Political Science : 0 (42.64/12.81) [22.38/4.35] field = Modern Chinese Literature | interests_correlate < 0.65 : 0 (5.5/0.01) [8.94/4.25] | interests_correlate >= 0.65 : 1 (2.13/0.01) [0.01/0.01] field = business | attractive_partner < 7.5 : 0 (37.67/0.03) [18.38/2.22] | attractive_partner >= 7.5 | | sinsere_o < 6.5 : 0 (7.46/0.03) [3.91/0.01] | | sinsere_o >= 6.5 : 1 (23.77/6.7) [16.83/1.94] field = Business, marketing | attractive_partner < 7.5 : 0 (8.62/0) [3.16/0.02] | attractive_partner >= 7.5 : 1 (2.15/0.01) [0.02/0] field = physics [astrophysics] : 0 (7.07/0.02) [5.49/0.02] field = Physics : 0 (36.24/6.45) [13.22/2.21] field = Business/ Finance/ Real Estate | guess_prob_liked < 7.5 : 0 (6.3/0.02) [6.05/2.13] | guess_prob_liked >= 7.5 : 1 (4.25/0.01) [0.02/0.01] field = Biochemistry | guess_prob_liked < 5.5 : 0 (21.11/0.03) [16.57/2.13] | guess_prob_liked >= 5.5 | | d_attractive_o = [6-8] : 1 (16.58/1.68) [2.21/0.02] | | d_attractive_o = [9-10] : 1 (5.83/1.58) [2.15/0] | | d_attractive_o = [0-5] : 0 (4.72/0) [2.03/0] field = Art Education : 0 (25.24/6.42) [7.92/0.07] field = Philosophy : 0 (16.04/4.28) [7.66/2.16] field = American Studies [Masters] | pref_o_intelligence < 19.5 : 0 (4.71/0.01) [2.38/0.02] | pref_o_intelligence >= 19.5 : 1 (7.96/1.59) [1.59/1.58] field = biology | d_shared_interests_o = [6-8] | | d_funny_partner = [6-8] : 1 (15.65/0.81) [2.92/0.8] | | d_funny_partner = [0-5] : 0 (2.35/0) [2.36/0.01] | | d_funny_partner = [9-10] : 1 (0.05/0.01) [0.02/0] | d_shared_interests_o = [0-5] : 0 (11.78/0.01) [3.95/0.01] | d_shared_interests_o = [9-10] : 0 (0.8/0.01) [0.05/0.05] field = Cell Biology | pref_o_shared_interests < 9.76 : 1 (2.14/0.01) [0.02/0.01] | pref_o_shared_interests >= 9.76 : 0 (10.99/0.02) [0.83/0.02] field = Microbiology : 1 (11.11/4.73) [8.19/3.93] field = math | d_attractive_partner = [6-8] : 1 (5.05/0.81) [5.83/1.57] | d_attractive_partner = [0-5] : 0 (3.92/0) [2.35/0] | d_attractive_partner = [9-10] : 1 (2.14/0) [0.01/0] field = International Affairs/Finance | attractive_o < 6.5 : 0 (5.48/0) [2.91/2.12] | attractive_o >= 6.5 : 1 (2.15/0.02) [0.03/0.01] field = International Affairs | d_funny_partner = [6-8] : 0 (93.27/29.83) [42.69/12.83] | d_funny_partner = [0-5] : 0 (36.27/0) [14.88/2.25] | d_funny_partner = [9-10] | | funny_o < 6.5 : 0 (10.35/0) [2.36/0] | | funny_o >= 6.5 : 1 (38.05/12.38) [8.92/2.36] field = international affairs/international finance : 0 (3.14/0.01) [4.69/0.01] field = Health policy | pref_o_ambitious < 11.37 : 1 (2.17/0.03) [0.04/0.02] | pref_o_ambitious >= 11.37 : 0 (7.03/-0) [0.01/0] field = English and Comp Lit | like < 6.5 : 0 (3.92/0) [3.13/0] | like >= 6.5 : 1 (2.14/0.01) [0.02/0] field = international finance and business | like < 7.5 : 0 (5.5/0.01) [0.8/0.01] | like >= 7.5 : 1 (4.26/0.01) [0.03/0.01] field = Sociomedical Sciences- School of Public Health : 1 (8.75/2.38) [5.84/1.58] field = Epidemiology | d_attractive_o = [6-8] : 0 (5.54/0.04) [6.62/4.26] | d_attractive_o = [9-10] : 1 (2.15/0.01) [0.03/0.01] | d_attractive_o = [0-5] : 0 (12.51/0) [4.7/0] field = Social work : 0 (4.71/0.01) [4.48/2.13] field = International Business | attractive_partner < 6.5 : 0 (7.08/0) [3.95/0.02] | attractive_partner >= 6.5 : 1 (17.49/4.73) [5.86/1.58] field = Medical Informatics : 1 (6.06/3.93) [5.82/1.57] field = International Finance, Economic Policy : 0 (4.71/0.01) [4.48/2.13] field = Law and Social Work : 0 (3.93/0.01) [3.92/0.01] field = International Development : 1 (4.49/2.36) [7.38/3.13] field = Business/Law : 0 (6.84/2.13) [2.37/0.02] field = Clinical Psychology | guess_prob_liked < 7.5 | | interests_correlate < 0.51 : 0 (22.42/0.08) [19.19/6.41] | | interests_correlate >= 0.51 : 1 (7.41/3.15) [6.61/2.36] | guess_prob_liked >= 7.5 : 1 (21.9/2.82) [6.43/2.14] field = Religion, GSAS : 0 (9.99/2.14) [8.41/2.14] field = International Affairs and Public Health | d_like = [6-8] : 1 (0.04/0.02) [2.93/0.79] | d_like = [0-5] : 0 (7.05/0) [5.48/0] | d_like = [9-10] : 1 (4.25/0) [0.01/0] field = International affairs : 0 (16.49/0.04) [11/0.04] field = History | like < 7.5 : 0 (14.93/0.02) [6.86/2.14] | like >= 7.5 | | d_sincere_partner = [9-10] | | | d_ambition_partner = [6-8] : 0 (3.14/0.01) [0.01/0.01] | | | d_ambition_partner = [0-5] : 0 (0.78/0) [0.78/0] | | | d_ambition_partner = [9-10] : 1 (2.14/0) [2.9/0.78] | | d_sincere_partner = [6-8] : 1 (6.39/0.02) [0.83/0.79] | | d_sincere_partner = [0-5] : 0 (0.79/0) [0/0] field = Business and International Affairs [MBA/MIA Dual Degree] : 0 (9.99/2.14) [9.74/4.26] field = QMSS | d_funny_partner = [6-8] : 0 (3.15/0.01) [0.8/0.01] | d_funny_partner = [0-5] : 0 (7.05/0) [3.92/0.01] | d_funny_partner = [9-10] : 1 (2.14/0.01) [0.02/0] field = climate change : 0 (9.42/0.03) [8.96/4.26] field = Public Administration | interests_correlate < 0.08 : 0 (8.64/0.02) [5.28/2.14] | interests_correlate >= 0.08 | | funny_o < 7.5 : 0 (9.77/4.25) [2.37/0] | | funny_o >= 7.5 : 1 (12.78/0.04) [0.86/0.8] field = MA Biotechnology | shared_interests_partner < 7.5 : 0 (12.62/0.04) [9.81/4.28] | shared_interests_partner >= 7.5 : 1 (20.7/1.6) [7.18/0.79] field = International Affairs/Business : 0 (11/0.03) [4.73/0.03] field = Ecology : 0 (9.76/4.26) [9.96/2.14] field = Master in Public Administration | d_guess_prob_liked = [5-6] | | sincere_partner < 7.5 : 0 (5.47/0) [1.57/0] | | sincere_partner >= 7.5 : 1 (2.94/0.79) [0.03/0.01] | d_guess_prob_liked = [0-4] : 0 (0.08/0.02) [0.02/0] | d_guess_prob_liked = [7-10] : 1 (15.64/0.8) [2.18/0.02] field = Computational Biochemsistry | pref_o_attractive < 17.57 : 0 (10.17/0.01) [3.14/0.01] | pref_o_attractive >= 17.57 : 1 (5.09/0.83) [0.05/0.03] field = Neurobiology | d_ambition_partner = [6-8] : 1 (8.53/0.04) [10.84/2.36] | d_ambition_partner = [0-5] : 0 (5.48/0) [0.79/0] | d_ambition_partner = [9-10] : 0 (0.8/0.01) [0.02/0.02] field = Mathematics, PhD : 0 (7.07/0.02) [8.61/0.02] field = History [GSAS - PhD] : 0 (10.77/2.15) [6.29/0.03] field = biomedicine | like < 6.5 : 0 (8.37/1.32) [5.48/0.01] | like >= 6.5 : 1 (5.09/0.02) [2.16/0.01] field = Master of International Affairs : 0 (13.46/6.39) [8.98/4.27] field = Sociology and Education : 0 (3.14/0.01) [3.91/0.01] field = elementary education : 0 (3.93/0.01) [5.81/4.24] field = Biology : 0 (58.57/25.55) [31.15/10.74] field = American Studies | d_shared_interests_partner = [0-5] : 0 (3.92/0) [1.57/0] | d_shared_interests_partner = [6-8] : 0 (0.79/0.01) [0.01/0.01] | d_shared_interests_partner = [9-10] : 1 (2.13/0) [0.01/0] field = Arts Administration | d_shared_interests_partner = [0-5] : 0 (0.02/0) [0.79/0] | d_shared_interests_partner = [6-8] : 0 (4.69/0.01) [2.13/2.12] | d_shared_interests_partner = [9-10] : 1 (2.13/0) [0.01/0] field = Conservation biology : 0 (5.27/2.13) [3.15/0.01] field = sociology | race_o = European/Caucasian-American | | attractive_o < 6.5 : 0 (14.09/0) [5.35/0.01] | | attractive_o >= 6.5 : 1 (2.98/0.81) [3.13/0.94] | race_o = Asian/Pacific Islander/Asian-American | | d_guess_prob_liked = [5-6] : 0 (2.34/0) [1.56/0] | | d_guess_prob_liked = [0-4] : 0 (5.48/0) [0.01/0] | | d_guess_prob_liked = [7-10] : 1 (0.01/0) [0.02/0] | race_o = Latino/Hispanic American : 1 (2.16/0.02) [0.78/0.78] | race_o = Other : 1 (7.15/0.8) [2.9/0.78] | race_o = Black/African American : 0 (1.57/0) [0.79/0] field = Japanese Literature : 1 (7.18/0.81) [3.94/3.92] field = biotechnology : 0 (15.82/6.39) [9.77/4.28] field = Earth and Environmental Science : 0 (2.36/0.01) [4.69/0.01] field = Philosophy [Ph.D.] : 0 (6.84/2.13) [1.59/0.02] field = Philosophy and Physics : 0 (10.21/0.03) [6.29/0.03] field = nutrition : 0 (9.42/0.03) [7.07/0.03] field = MA Science Education | like < 6.5 : 0 (7.84/0) [2.92/2.12] | like >= 6.5 | | d_attractive_o = [6-8] : 1 (2.15/0) [10.04/1.56] | | d_attractive_o = [9-10] : 1 (2.13/0) [0.02/0] | | d_attractive_o = [0-5] : 0 (0.79/0) [0/0] field = Genetics : 0 (32.43/12.79) [10.08/2.2] field = Law and English Literature [J.D./Ph.D.] : 0 (12.34/2.15) [5.52/0.03] field = french | d_attractive_partner = [6-8] : 1 (7.18/0.82) [3.72/1.58] | d_attractive_partner = [0-5] : 0 (8.61/0) [2.36/0] | d_attractive_partner = [9-10] : 1 (0.03/0) [0.01/0] field = Nutritiron : 0 (9.42/0.03) [7.07/0.03] field = GS Postbacc PreMed : 1 (21.99/7.12) [8.02/1.61] field = Art History | race_o = European/Caucasian-American : 0 (6.3/0.03) [5.85/4.27] | race_o = Asian/Pacific Islander/Asian-American : 1 (5.03/0.79) [2.13/0.01] | race_o = Latino/Hispanic American : 1 (2.92/0.79) [0/0] | race_o = Other : 0 (0.79/0) [0/0] | race_o = Black/African American : 0 (1.56/0) [0/0] field = Molecular Biology | d_funny_partner = [6-8] : 1 (11.41/0.81) [3.16/3.14] | d_funny_partner = [0-5] : 0 (4.72/0) [1.59/0.01] | d_funny_partner = [9-10] : 0 (2.38/0.03) [0.03/0.02] field = Genetics & Development : 0 (17.17/8.51) [6.1/2.16] field = medical informatics : 0 (10.21/0.03) [6.29/0.03] field = Electrical Engg. | attractive_o < 6.5 : 0 (10.69/0) [3.14/0.01] | attractive_o >= 6.5 : 1 (5.35/1.08) [0.06/0.02] field = Business School : 0 (13.35/0.04) [4.52/2.15] field = International Politics : 0 (10.21/0.03) [6.29/0.03] field = MBA / Master of International Affairs [SIPA] | d_shared_interests_partner = [0-5] : 0 (7.87/0.01) [3.16/0.01] | d_shared_interests_partner = [6-8] : 1 (10.07/1.58) [0.04/0.02] | d_shared_interests_partner = [9-10] : 1 (2.15/0.01) [0.02/0] field = genetics : 0 (9.42/0.03) [9.74/4.26] field = medicine and biochemistry | d_attractive_partner = [6-8] | | ambitous_o < 7.5 : 0 (2.37/0.01) [0.02/0.01] | | ambitous_o >= 7.5 : 1 (9.27/0.8) [3.71/1.56] | d_attractive_partner = [0-5] : 0 (4.71/0) [2.36/0] | d_attractive_partner = [9-10] : 0 (0.81/0.03) [0.01/0.01] field = Social Studies Education : 0 (7.63/2.14) [4.72/0.02] field = MA Teaching Social Studies : 0 (7.07/0.02) [3.93/0.02] field = Education Policy | d_funny_partner = [6-8] : 0 (3.94/0.02) [5.27/2.13] | d_funny_partner = [0-5] : 0 (10.96/0) [7.05/0.01] | d_funny_partner = [9-10] : 1 (2.15/0.01) [2.92/0.78] field = Education- Literacy Specialist | d_d_age = [4-6] : 1 (10.03/1.56) [0/0] | d_d_age = [0-1] : 1 (0/0) [0/0] | d_d_age = [2-3] : 0 (0.78/0) [0/0] | d_d_age = [7-37] : 0 (4/0.04) [1.63/0.04] field = Anthropology/Education | shared_interests_o < 7.5 : 0 (7.22/0.01) [1.59/0.01] | shared_interests_o >= 7.5 : 1 (4.9/0.65) [0.03/0.01] field = bilingual education : 0 (11.33/4.26) [2.4/0.03] field = speech pathology : 0 (7.07/0.02) [3.93/0.02] field = Education | ambitous_o < 7.5 : 0 (20.87/0.04) [16.76/9.69] | ambitous_o >= 7.5 | | d_d_age = [4-6] : 1 (6.35/0) [1.69/0.78] | | d_d_age = [0-1] : 0 (4.79/2.12) [0.78/0] | | d_d_age = [2-3] : 1 (3.68/1.56) [0/0] | | d_d_age = [7-37] : 0 (0.89/0.06) [0.9/0.08] field = Speech Pathology : 0 (7.07/0.02) [5.27/2.14] field = math education : 0 (7.07/0.02) [6.61/4.25] field = TESOL | pref_o_attractive < 12.5 : 1 (2.13/0) [0/0] | pref_o_attractive >= 12.5 : 0 (8.64/0.02) [1.61/0.02] field = Elementary Education | attractive_partner < 6.75 : 0 (7.87/0) [6.11/0.61] | attractive_partner >= 6.75 | | d_attractive_o = [6-8] : 1 (13.55/0.79) [5.23/1.57] | | d_attractive_o = [9-10] : 1 (4.27/0.01) [0.04/0.01] | | d_attractive_o = [0-5] : 0 (2.37/0) [0.01/0] field = Cognitive Studies in Education : 0 (7.63/2.14) [4.72/0.02] field = education : 0 (24.8/10.65) [7.14/0.07] field = Finance/Economics : 0 (7.07/0.02) [5.27/2.14] field = Museum Anthropology : 0 (9.2/2.14) [3.17/0.02] field = Environmental Engineering : 0 (6.28/0.02) [7.38/4.25] field = Business Administration : 0 (8.64/0.02) [2.38/0.02] field = Curriculum and Teaching/Giftedness | d_intelligence_o = [6-8] : 0 (2.39/0.02) [3.15/0.02] | d_intelligence_o = [9-10] : 1 (6.37/0.01) [0.8/0.78] | d_intelligence_o = [0-5] : 0 (2.35/0) [0.01/0] field = Anthropology | d_ambition_partner = [6-8] : 1 (2.14/0.01) [0.02/0.01] | d_ambition_partner = [0-5] : 0 (3.91/0) [3.68/2.12] | d_ambition_partner = [9-10] : 1 (0.01/0) [0.01/0] field = Instructional Tech & Media : 1 (4.49/2.36) [6.6/2.35] field = School Psychology | attractive_o < 7.5 | | d_shared_interests_o = [6-8] | | | sinsere_o < 7.5 : 1 (6.4/0.04) [2.15/0.01] | | | sinsere_o >= 7.5 : 0 (8.37/2.13) [1.57/0] | | d_shared_interests_o = [0-5] : 0 (10.22/0.02) [3.94/0] | | d_shared_interests_o = [9-10] : 0 (1.57/0) [0/0] | attractive_o >= 7.5 : 1 (18.66/1.65) [14.06/5.5] field = Instructional Media and Technology | d_pref_o_ambitious = [0-15] : 0 (3.95/0.02) [1.6/0.02] | d_pref_o_ambitious = [16-20] : 1 (4.24/0) [0/0] | d_pref_o_ambitious = [21-100] : 0 (0/0) [0/0] field = SIPA / MIA : 0 (3.93/0.01) [3.14/0.01] field = English Education | d_attractive_partner = [6-8] : 0 (2.35/0) [3.13/0.01] | d_attractive_partner = [0-5] : 0 (0.01/0) [0.79/0] | d_attractive_partner = [9-10] : 1 (2.13/0) [0/0] field = art education : 0 (4.71/0.01) [2.36/0.01] field = MA in Quantitative Methods | d_like = [6-8] : 0 (2.36/0.01) [0.8/0.01] | d_like = [0-5] : 0 (2.36/0) [0.79/0] | d_like = [9-10] : 1 (2.13/0) [0/0] field = Early Childhood Education : 0 (5.5/0.01) [1.59/0.01] field = anthropology | attractive_partner < 7.5 : 0 (3.14/0) [1.59/0.01] | attractive_partner >= 7.5 : 1 (4.26/0.01) [1.57/1.56] field = Architecture | shared_interests_partner < 6.5 : 0 (5.49/0.01) [1.58/0] | shared_interests_partner >= 6.5 : 1 (2.14/0.01) [0.02/0] field = Urban Planning | d_shared_interests_partner = [0-5] : 0 (7.92/0.01) [4.74/0.01] | d_shared_interests_partner = [6-8] | | d_sinsere_o = [6-8] : 0 (9.41/0.03) [2.39/0.03] | | d_sinsere_o = [9-10] : 1 (6.03/3.9) [7.13/0.78] | | d_sinsere_o = [0-5] : 1 (2.12/0) [2.13/0] | d_shared_interests_partner = [9-10] : 1 (7.96/1.57) [2.93/0.78] field = Ed.D. in higher education policy at TC | d_funny_partner = [6-8] : 0 (6.27/0.01) [0.8/0.01] | d_funny_partner = [0-5] : 0 (3.93/0) [2.36/0.01] | d_funny_partner = [9-10] : 1 (2.14/0.01) [0.02/0] field = International Security Policy - SIPA | attractive_o < 7.5 : 0 (7.07/0.02) [1.59/0.01] | attractive_o >= 7.5 : 1 (7.97/1.59) [2.94/0.79] field = Nutrition : 0 (15.6/8.51) [3.98/0.04] field = EDUCATION : 0 (20.98/2.17) [8.68/0.06] field = Applied Physiology & Nutrition | interests_correlate < 0.06 : 1 (7.97/1.6) [1.6/1.58] | interests_correlate >= 0.06 : 0 (4.71/0.01) [3.92/0.01] field = music education | d_shared_interests_o = [6-8] : 1 (5.07/0.81) [7.38/3.14] | d_shared_interests_o = [0-5] : 0 (9.4/0.01) [12.28/2.12] | d_shared_interests_o = [9-10] : 1 (2.13/0) [0.03/0] field = Music Education | age_o < 25.5 : 1 (5.82/1.58) [0.03/0.01] | age_o >= 25.5 : 0 (8.65/0.03) [3.72/2.14] field = Counseling Psychology | d_guess_prob_liked = [5-6] : 0 (6.06/2.14) [3.15/0.02] | d_guess_prob_liked = [0-4] : 0 (14.11/0.02) [6.25/0] | d_guess_prob_liked = [7-10] : 1 (2.16/0.02) [0.06/0.02] field = Communications in Education : 0 (8.98/4.26) [9.18/2.14] field = Intellectual Property Law : 0 (12.57/0.03) [4.52/2.15] field = MBA Finance | attractive_partner < 6.5 : 0 (3.94/0) [0.82/0.01] | attractive_partner >= 6.5 | | sinsere_o < 7.5 : 0 (2.38/0.02) [1.57/0] | | sinsere_o >= 7.5 : 1 (12.97/2.36) [2.16/0.01] field = Intrernational Affairs | d_guess_prob_liked = [5-6] : 1 (5.26/3.13) [7.37/3.13] | d_guess_prob_liked = [0-4] : 0 (3.16/0.01) [1.57/0] | d_guess_prob_liked = [7-10] : 1 (4.26/0.01) [2.15/0.01] field = BUSINESS CONSULTING : 0 (6.28/0.02) [10.73/2.13] field = business school : 0 (11.78/0.03) [5.3/2.15] field = Business, Media : 0 (9.99/2.14) [7.63/2.14] field = MFA -Film : 0 (14.47/4.27) [3.19/0.04] field = Higher Ed. - M.A. | d_attractive_partner = [6-8] : 1 (2.15/0.02) [5.04/0.79] | d_attractive_partner = [0-5] : 0 (7.82/0) [2.35/0] | d_attractive_partner = [9-10] : 1 (0.02/0) [2.9/0.78] field = Neuroscience and Education : 0 (12.12/4.27) [6.86/2.15] field = Creative Writing : 0 (8.64/0.02) [7.62/2.14] field = Creative Writing - Nonfiction : 0 (12.12/4.27) [5.52/0.03] field = Writing: Literary Nonfiction : 0 (13.46/6.39) [8.2/4.27] field = Creative Writing [Nonfiction] : 0 (11/0.03) [5.29/2.15] field = NonFiction Writing : 0 (12.12/4.27) [5.52/0.03] field = Theatre Management & Producing | pref_o_intelligence < 3 : 1 (2.12/0) [0.01/0] | pref_o_intelligence >= 3 : 0 (10.23/0.03) [5.29/2.14] field = Financial Engineering | d_guess_prob_liked = [5-6] : 0 (9.2/2.15) [8.74/6.37] | d_guess_prob_liked = [0-4] : 0 (11.57/2.14) [1.58/0] | d_guess_prob_liked = [7-10] : 1 (8.52/0.03) [2.2/0.02] field = biomedical engineering | d_shared_interests_partner = [0-5] : 0 (3.15/0) [6.03/2.12] | d_shared_interests_partner = [6-8] : 1 (6.37/0.01) [5.25/3.13] | d_shared_interests_partner = [9-10] : 1 (0.01/0) [0.01/0] field = Fundraising Management : 1 (9.31/0.82) [0.83/0.8] field = Business [Finance & Marketing] : 0 (3.14/0.01) [1.58/0.01] field = Elementary Education - Preservice : 0 (6.28/0.02) [4.71/0.02] field = Education Leadership - Public School Administration | d_attractive_partner = [6-8] : 0 (3.14/0) [6.03/2.13] | d_attractive_partner = [0-5] : 0 (0.79/0) [1.57/0] | d_attractive_partner = [9-10] : 1 (2.13/0) [0/0] field = MFA Writing | d_pref_o_sincere = [16-20] : 1 (2.14/0.01) [0.01/0.01] | d_pref_o_sincere = [0-15] : 0 (2.93/2.13) [4.7/0.02] | d_pref_o_sincere = [21-100] : 0 (3.13/0) [0.79/0] field = Bilingual Education | d_sincere_partner = [9-10] : 0 (4.7/0.01) [0.79/0] | d_sincere_partner = [6-8] : 1 (5.06/0.81) [2.38/2.36] | d_sincere_partner = [0-5] : 1 (2.13/0.02) [0.01/0] field = International Affairs - Economic Policy : 0 (7.07/0.02) [0.82/0.02] field = SIPA - Energy | d_attractive_partner = [6-8] : 0 (2.36/0) [3.69/2.13] | d_attractive_partner = [0-5] : 0 (0.79/0) [1.57/0] | d_attractive_partner = [9-10] : 1 (2.13/0) [0/0] field = Public Policy : 0 (5.27/2.13) [3.93/0.01] field = Law/Business : 1 (6.62/2.37) [7.94/1.58] field = MFA Poetry : 0 (3.93/0.01) [0.8/0.01] field = SOA -- writing : 0 (4.71/0.01) [0.02/0.01] field = biomedical informatics : 0 (3.93/0.01) [0.8/0.01] field = physics : 1 (7.63/5.49) [18.2/5.48] field = art history : 0 (2.36/0.01) [2.35/0.01] field = working : 0 (5.5/0.01) [6.27/0.01] field = Consulting : 1 (15.37/4.75) [5.87/1.6] field = Human Rights: Middle East : 0 (13.46/6.39) [2.41/0.04] field = Human Rights | d_attractive_partner = [6-8] : 1 (4.26/0.02) [4.49/2.35] | d_attractive_partner = [0-5] : 0 (5.48/0) [0.01/0] | d_attractive_partner = [9-10] : 1 (0.02/0) [4.24/0] field = medicine | funny_partner < 6.5 | | d_guess_prob_liked = [5-6] : 1 (5.01/0.78) [2.14/0.02] | | d_guess_prob_liked = [0-4] : 0 (8.88/0) [8.6/0] | | d_guess_prob_liked = [7-10] : 0 (0.83/0.02) [0.05/0.04] | funny_partner >= 6.5 : 1 (35.65/3.79) [6.74/2.41] field = Biotechnology : 0 (6.28/0.02) [6.83/2.13] field = SIPA-International Affairs : 0 (14.47/4.27) [14.44/4.27] field = teaching of English : 0 (10.77/2.15) [2.39/0.03] field = GSAS : 0 (11.33/4.26) [3.18/0.03] field = African-American Studies/History | funny_o < 6.5 : 0 (5.48/0) [3.91/0] | funny_o >= 6.5 : 1 (5.06/0.8) [0.04/0.01] field = Neurosciences/Stem cells : 0 (10.77/2.15) [2.39/0.03] field = film | pref_o_shared_interests < 7.5 : 1 (2.13/0.01) [0.01/0] | pref_o_shared_interests >= 7.5 : 0 (5.5/0.01) [5.49/0.01] field = journalism | d_funny_o = [6-8] | | pref_o_sincere < 14.5 : 1 (12.75/0.04) [0.81/0.78] | | pref_o_sincere >= 14.5 : 0 (7.69/2.18) [2.39/0.01] | d_funny_o = [9-10] : 0 (3.7/2.13) [0.84/0.05] | d_funny_o = [0-5] : 0 (9.41/0) [2.37/0] field = Theater | ambition_partner < 6.5 : 0 (13.75/1.16) [9.42/4.24] | ambition_partner >= 6.5 | | d_like = [6-8] : 1 (9.49/0.02) [4.1/1.95] | | d_like = [0-5] : 0 (2.3/0) [0.74/0.01] | | d_like = [9-10] : 1 (0.04/0.01) [0.01/0] field = Biology PhD : 0 (5.5/0.01) [0.03/0.01] field = biochemistry/genetics : 0 (2.36/0.01) [3.13/0.01] field = epidemiology : 0 (3.14/0.01) [3.69/2.12] field = Stats : 0 (2.36/0.01) [2.35/0.01] field = math of finance : 0 (3.93/0.01) [2.14/2.13] field = MFA Acting Program | d_shared_interests_partner = [0-5] : 0 (12.56/0.01) [13.08/2.13] | d_shared_interests_partner = [6-8] | | sincere_partner < 7.5 : 1 (8.48/0.01) [2.91/0.78] | | sincere_partner >= 7.5 : 0 (3.15/0.02) [1.6/0.02] | d_shared_interests_partner = [9-10] : 1 (0.03/0.01) [2.14/0] field = Nonfiction writing | d_shared_interests_partner = [0-5] : 0 (10.2/0.01) [3.93/0.01] | d_shared_interests_partner = [6-8] | | d_attractive_o = [6-8] : 1 (2.13/0) [0.01/0] | | d_attractive_o = [9-10] : 1 (2.13/0) [0.02/0] | | d_attractive_o = [0-5] : 0 (0.79/0) [0/0] | d_shared_interests_partner = [9-10] : 0 (0.8/0.02) [0.02/0.02] field = Biochemistry & Molecular Biophysics | d_ambitous_o = [6-8] | | d_d_age = [4-6] : 0 (2.34/0) [2.12/2.12] | | d_d_age = [0-1] : 1 (2.12/0) [2.12/0] | | d_d_age = [2-3] : 0 (3.12/0) [2.12/2.12] | | d_d_age = [7-37] : 1 (0.08/0.04) [0.04/0.02] | d_ambitous_o = [9-10] : 1 (5.03/0.79) [0.03/0.01] | d_ambitous_o = [0-5] : 0 (5.49/0) [0.8/0.01] field = Acting : 0 (11.78/0.03) [5.52/0.03] field = Social Work/SIPA : 0 (7.85/0.02) [9.4/0.02] field = Public Health : 0 (12.57/0.03) [4.74/0.03] field = ELECTRICAL ENGINEERING : 0 (7.07/0.02) [11.51/2.14] field = Math | d_funny_partner = [6-8] : 0 (7.84/0.02) [0.03/0.01] | d_funny_partner = [0-5] : 0 (3.93/0) [3.14/0.01] | d_funny_partner = [9-10] : 1 (4.27/0.01) [2.14/0] field = Biomedical engineering | attractive_partner < 6.5 : 0 (7.05/0) [5.53/0.01] | attractive_partner >= 6.5 : 1 (6.41/0.03) [3.68/1.53] field = Industrial Engineering | d_shared_interests_partner = [0-5] : 0 (9.4/0) [7.04/0] | d_shared_interests_partner = [6-8] : 1 (2.14/0.01) [0.02/0.01] | d_shared_interests_partner = [9-10] : 1 (0.02/0) [0.01/0] field = Industrial Engineering/Operations Research | pref_o_attractive < 54 : 0 (11.79/0.03) [4.74/0.03] | pref_o_attractive >= 54 : 1 (2.12/-0) [0.01/0] field = Masters of Industrial Engineering : 0 (17.39/6.4) [3.99/0.05] field = Biomedical Informatics : 0 (11.78/0.03) [8.19/4.26] field = MBA - Private Equity / Real Estate | funny_o < 7.5 : 0 (8.63/0.01) [6.26/0] | funny_o >= 7.5 : 1 (6.4/0.02) [0.05/0.01] field = General management/finance : 0 (17.17/8.51) [6.88/2.16] field = Climate Dynamics | like < 6.5 : 0 (8.17/0) [3.16/0.01] | like >= 6.5 : 1 (11.91/1.28) [2.18/0.02] Size of the tree : 834 Cost Matrix 0 0.7 1.9 0