Loss function: Hinge loss (SVM) 0 (normalized) year + 4.4341 (normalized) gq=HH_in_1970_definition_but_sampled_as_larger_unit + -0.0001 (normalized) gq=Institution + 3.0499 (normalized) gq=Other_group_quarters + 1.1205 (normalized) gqtypeg=College_dormitory + -0 (normalized) gqtypeg=Correctional_institutions + 0 (normalized) gqtypeg=Mental_institutions + 1.3803 (normalized) gqtypeg=Military + 4.4341 (normalized) gqtypeg=NA_(household) + -0.0001 (normalized) gqtypeg=Other_institutions + 1.3346 (normalized) gqtypeg=Other_non-instit_GQ_and_unknown + -0.7856 (normalized) gqtypeg=Rooming_house + 6.1559 (normalized) farm=Non-Farm + 0.0419 (normalized) ownershg=Rented + 0.0044 (normalized) value + -0.1296 (normalized) rent + 2.879 (normalized) ftotinc + 0.8605 (normalized) nfams=1 + 0.9015 (normalized) nfams=2 + 0.8928 (normalized) nfams=3 + 2.0851 (normalized) nfams=4 + 0.9423 (normalized) nfams=5 + 0.8799 (normalized) nfams=6 + 0.9218 (normalized) nfams=7 + 0 (normalized) nfams=8 + 2.4989 (normalized) ncouples=0 + 2.4974 (normalized) ncouples=1 + 2.4903 (normalized) ncouples=2 + -0.0027 (normalized) ncouples=3 + 1.5982 (normalized) nmothers=0 + 1.6083 (normalized) nmothers=1 + 1.6113 (normalized) nmothers=2 + 2.6661 (normalized) nmothers=3 + 2.5484 (normalized) nfathers=0 + 2.537 (normalized) nfathers=1 + 2.3985 (normalized) nfathers=2 + 0 (normalized) nfathers=3 + 2.3196 (normalized) momloc=0 + -0.3069 (normalized) momloc=1 + 0.6279 (normalized) momloc=2 + 0.836 (normalized) momloc=3 + 0.7749 (normalized) momloc=4 + 0.8091 (normalized) momloc=5 + 0.9964 (normalized) momloc=6 + 0 (normalized) momloc=7 + 1.4269 (normalized) momloc=8 + 0 (normalized) momloc=9 + 0 (normalized) momloc=10 + 3.5038 (normalized) stepmom=0 + 0 (normalized) stepmom=1 + 1.336 (normalized) stepmom=2 + -0.0074 (normalized) stepmom=4 + 2.6516 (normalized) stepmom=7 + 2.3196 (normalized) momrule=0 + 3.8316 (normalized) momrule=1 + -0.0006 (normalized) momrule=2 + 0 (normalized) momrule=3 + -0.0027 (normalized) momrule=5 + 0 (normalized) momrule=6 + 1.336 (normalized) momrule=7 + 2.6951 (normalized) poploc=0 + 0.923 (normalized) poploc=1 + 1.8859 (normalized) poploc=2 + -0.0695 (normalized) poploc=3 + 2.0815 (normalized) poploc=4 + -0.0321 (normalized) poploc=5 + 0 (normalized) poploc=6 + 0 (normalized) poploc=7 + 0 (normalized) poploc=8 + 0 (normalized) poploc=9 + 6.1506 (normalized) steppop=0 + 0 (normalized) steppop=1 + 1.3333 (normalized) steppop=2 + 2.6951 (normalized) poprule=0 + 3.4638 (normalized) poprule=1 + -0.0006 (normalized) poprule=2 + -0.0077 (normalized) poprule=3 + 1.3333 (normalized) poprule=7 + 3.0185 (normalized) sploc=0 + 0.3163 (normalized) sploc=1 + 1.2478 (normalized) sploc=2 + 0.4355 (normalized) sploc=3 + 0.9935 (normalized) sploc=4 + 0.6359 (normalized) sploc=5 + 0 (normalized) sploc=6 + 0 (normalized) sploc=7 + 0.8363 (normalized) sploc=8 + 0 (normalized) sploc=10 + 3.0185 (normalized) sprule=0 + 0.9476 (normalized) sprule=1 + 0.91 (normalized) sprule=2 + 1.2505 (normalized) sprule=3 + 1.7689 (normalized) sprule=4 + -0.4115 (normalized) sprule=5 + 0.5045 (normalized) famsize=1 + 0.5123 (normalized) famsize=2 + 0.5776 (normalized) famsize=3 + 0.6206 (normalized) famsize=4 + 0.659 (normalized) famsize=5 + 0.6126 (normalized) famsize=6 + 0.5726 (normalized) famsize=7 + 0.6415 (normalized) famsize=8 + -0.6683 (normalized) famsize=9 + 0.3606 (normalized) famsize=10 + 0.8338 (normalized) famsize=11 + 0 (normalized) famsize=12 + 2.2571 (normalized) famsize=13 + 0 (normalized) famsize=14 + 0 (normalized) famsize=21 + 0.6435 (normalized) nchild=0 + 0.9417 (normalized) nchild=1 + 0.8653 (normalized) nchild=2 + 0.8264 (normalized) nchild=3 + 0.8471 (normalized) nchild=4 + 0.732 (normalized) nchild=5 + 0.6488 (normalized) nchild=6 + 1.3224 (normalized) nchild=7 + 0 (normalized) nchild=8 + 0.6567 (normalized) nchild=9 + 1.9123 (normalized) nchlt5=0 + 1.9735 (normalized) nchlt5=1 + 1.9605 (normalized) nchlt5=2 + 1.6377 (normalized) nchlt5=3 + 4.5091 (normalized) famunit=1 + 0.8356 (normalized) famunit=2 + 0.8754 (normalized) famunit=3 + -0.1202 (normalized) famunit=4 + 1.3841 (normalized) famunit=5 + 0 (normalized) famunit=7 + 0.2621 (normalized) eldch + 0.1857 (normalized) yngch + 1.0085 (normalized) nsibs=0 + 0.9461 (normalized) nsibs=1 + 0.9648 (normalized) nsibs=2 + 0.9836 (normalized) nsibs=3 + 0.9699 (normalized) nsibs=4 + 0.7033 (normalized) nsibs=5 + -0.147 (normalized) nsibs=6 + -0.5719 (normalized) nsibs=7 + 1.2906 (normalized) nsibs=8 + 1.336 (normalized) nsibs=9 + 0.4584 (normalized) relateg=Child + -0.676 (normalized) relateg=Child-in-law + -0.7033 (normalized) relateg=Grandchild + 3.1871 (normalized) relateg=Head_Householder + -0.0001 (normalized) relateg=Institutional_inmates + 3.0036 (normalized) relateg=Other_non-relatives + -0.722 (normalized) relateg=Other_relatives + -0.5857 (normalized) relateg=Parent + 1.189 (normalized) relateg=Parent-in-Law + 3.0211 (normalized) relateg=Partner_friend_visitor + -0.5075 (normalized) relateg=Sibling + -0.497 (normalized) relateg=Sibling-in-Law + 0.3163 (normalized) relateg=Spouse + 0.0194 (normalized) age + 0.0441 (normalized) sex=Male + 1.121 (normalized) raceg=American_Indian + 1.042 (normalized) raceg=Black_Negro + 1.088 (normalized) raceg=Chinese + 1.0728 (normalized) raceg=Japanese + 1.0573 (normalized) raceg=Other_Asian_or_Pacific + 1.0361 (normalized) raceg=Other_race_nec + 1.0667 (normalized) raceg=White + 0.547 (normalized) marst=Divorced + 0.7669 (normalized) marst=Married_spouse_absent + 4.4654 (normalized) marst=Married_spouse_present + 0.574 (normalized) marst=Never_married_single + 0.5778 (normalized) marst=Separated + 0.5528 (normalized) marst=Widowed + 0 (normalized) chborn=10_children + 0 (normalized) chborn=11 + 0 (normalized) chborn=12_(12+_1960-1990) + 0.693 (normalized) chborn=1_child + 0.6509 (normalized) chborn=2__children + 0.6779 (normalized) chborn=3 + 0.6668 (normalized) chborn=4 + 0.7023 (normalized) chborn=5 + 0.7586 (normalized) chborn=6 + 1.3727 (normalized) chborn=7 + 1.3541 (normalized) chborn=8 + -0.0615 (normalized) chborn=9 + 0.669 (normalized) chborn=No_children + -0.0082 (normalized) school=Yes_in_school + 0.6101 (normalized) educrec=1_to_3_years_of_college + 0.5807 (normalized) educrec=4+_years_of_college + 0.6785 (normalized) educrec=Grade_1-4 + 0.6419 (normalized) educrec=Grade_10 + 0.6094 (normalized) educrec=Grade_11 + 0.6655 (normalized) educrec=Grade_12 + 0.6401 (normalized) educrec=Grade_5-8 + 0.5363 (normalized) educrec=Grade_9 + 2.5214 (normalized) educrec=None_or_preschool + 2.3911 (normalized) schltype=Church-related_(1980) + 2.613 (normalized) schltype=Other_private_1980 + 2.4797 (normalized) schltype=Public_school + 7.5508 (normalized) empstatg=Employed + -0.0309 (normalized) empstatg=Not_in_labor_force + -0.036 (normalized) empstatg=Unemployed + 7.5149 (normalized) labforce=Yes_in_labor_force + -0.0742 (normalized) occscore + -0.0875 (normalized) sei + -0.0532 (normalized) classwkg=Works_for_wages_salary + 1.2706 (normalized) wkswork2=1-13_weeks + 1.2585 (normalized) wkswork2=14-26_weeks + 1.2504 (normalized) wkswork2=27-39_weeks + 1.2433 (normalized) wkswork2=40-47_weeks + 1.233 (normalized) wkswork2=48-49_weeks + 1.2281 (normalized) wkswork2=50-52_weeks + 0.9598 (normalized) hrswork2=1-14_hours + 0.8783 (normalized) hrswork2=15-29_hours + 0.9615 (normalized) hrswork2=30-34_hours + 0.9546 (normalized) hrswork2=35-39_hours + 0.9594 (normalized) hrswork2=40_hours + 0.9172 (normalized) hrswork2=41-48_hours + 0.887 (normalized) hrswork2=49-59_hours + 0.9662 (normalized) hrswork2=60+_hours + -0.0406 (normalized) workedyr=Yes + -0.5946 (normalized) inctot + -0.7462 (normalized) incwage + -0.1604 (normalized) incbus + -0.3822 (normalized) incfarm + -0.3782 (normalized) incss + -0.5753 (normalized) incwelfr + -0.4275 (normalized) incother + -0.148 (normalized) poverty + 1.4441 (normalized) migrat5g=Abroad + 1.5344 (normalized) migrat5g=Different_state + 1.5124 (normalized) migrat5g=Same_house + 1.4707 (normalized) migrat5g=Same_state_countydifferent_house + 1.5223 (normalized) migrat5g=Same_state_different_county + 4.2969 (normalized) movedin=0 + 0.5096 (normalized) movedin=1 + 0.5383 (normalized) movedin=2 + 0.5038 (normalized) movedin=5 + 0.5793 (normalized) movedin=6 + 0.4861 (normalized) movedin=7 + 0.57 (normalized) movedin=8 + 0.0316 (normalized) vetstat=Yes - 86.119