LogitBoost: Base classifiers and their weights: Iteration 1 Class 1 (movedin=1) Decision Stump Classifications migrat5g = Same_house : -1.062020905923407 migrat5g != Same_house : 1.7774300441826723 migrat5g is missing : 1.7943925233644658 Class 2 (movedin=2) Decision Stump Classifications migrat5g = Same_house : -1.1169208656072258 migrat5g != Same_house : 0.6234863418755177 migrat5g is missing : 0.40175004755563776 Class 3 (movedin=3) Decision Stump Classifications migrat5g = Same_house : -1.1317166866746915 migrat5g != Same_house : 0.08551992225461315 migrat5g is missing : -0.29046898638426877 Class 4 (movedin=4) Decision Stump Classifications migrat5g = Same_state_countydifferent_house : 0.5068562889002206 migrat5g != Same_state_countydifferent_house : -0.2294185598767767 migrat5g is missing : -0.34931955461756464 Class 5 (movedin=5) Decision Stump Classifications migrat5g = Same_house : 1.5417696160266108 migrat5g != Same_house : -1.1049036849208729 migrat5g is missing : -1.1047180667433911 Class 6 (movedin=6) Decision Stump Classifications migrat5g = Same_house : 1.2167897155247562 migrat5g != Same_house : -1.0986203233319751 migrat5g is missing : -1.1237325859368317 Class 7 (movedin=7) Decision Stump Classifications migrat5g = Same_house : -0.17956834532375002 migrat5g != Same_house : -1.1206646806417087 migrat5g is missing : -1.1428571428571404 Class 8 (movedin=9) Decision Stump Classifications migrat5g = Same_house : -0.5998675204239262 migrat5g != Same_house : -1.1301575137191555 migrat5g is missing : 0.2863627520913058 Iteration 2 Class 1 (movedin=1) Decision Stump Classifications ownershg = Owned_or_being_bought_(loan) : -0.6017420046033921 ownershg != Owned_or_being_bought_(loan) : 0.35673546365501774 ownershg is missing : 0.8329925389758925 Class 2 (movedin=2) Decision Stump Classifications migrat5g = Same_house : -0.9543830350957276 migrat5g != Same_house : 0.2994982494883714 migrat5g is missing : 0.2801873961733606 Class 3 (movedin=3) Decision Stump Classifications migrat5g = Same_house : -1.001063826936826 migrat5g != Same_house : 0.26352966537801137 migrat5g is missing : 0.13224742499846623 Class 4 (movedin=4) Decision Stump Classifications educrec = None_or_preschool : 0.8839232016050635 educrec != None_or_preschool : 0.1945478121160929 educrec is missing : -1.0243986483508476 Class 5 (movedin=5) Decision Stump Classifications migrat5g = Same_house : 0.12376133424610196 migrat5g != Same_house : -0.9154364038732948 migrat5g is missing : -0.9175540482308279 Class 6 (movedin=6) Decision Stump Classifications migrat5g = Same_house : 0.21477087779744652 migrat5g != Same_house : -0.896635699970059 migrat5g is missing : -0.9757550285851385 Class 7 (movedin=7) Decision Stump Classifications nmothers = 0 : 0.5028121202424088 nmothers != 0 : -0.628050001950531 nmothers is missing : -0.19678622683707916 Class 8 (movedin=9) Decision Stump Classifications relateg = Child : 0.3500429571753295 relateg != Child : -0.9158700200919653 relateg is missing : -0.27796666576889134 Iteration 3 Class 1 (movedin=1) Decision Stump Classifications age = 0 : 1.4435396394252014 age != 0 : 0.02244557937688343 age is missing : 0.06245334629763805 Class 2 (movedin=2) Decision Stump Classifications ownershg = Owned_or_being_bought_(loan) : -0.2487196906758465 ownershg != Owned_or_being_bought_(loan) : 0.22224151329535938 ownershg is missing : 0.3286360209409185 Class 3 (movedin=3) Decision Stump Classifications migrat5g = Same_house : -0.9240038043935916 migrat5g != Same_house : 0.09799085104608247 migrat5g is missing : 0.036124861805650936 Class 4 (movedin=4) Decision Stump Classifications educrec = Grade_11 : -0.2703431127808672 educrec != Grade_11 : 0.10683211087306065 educrec is missing : -0.9105753687557995 Class 5 (movedin=5) Decision Stump Classifications labforce = No_not_in_labor_force : -0.2864566101510252 labforce != No_not_in_labor_force : -0.10029845286219512 labforce is missing : 0.5527682554370509 Class 6 (movedin=6) Decision Stump Classifications empstatg = Unemployed : -0.29213932399487685 empstatg != Unemployed : 0.15461136786593643 empstatg is missing : -0.9502892226790249 Class 7 (movedin=7) Decision Stump Classifications migrat5g = Same_house : 0.3503032948368765 migrat5g != Same_house : -0.9520073630759628 migrat5g is missing : -1.0235555699929892 Class 8 (movedin=9) Decision Stump Classifications migrat5g = Same_house : 0.21460484469061386 migrat5g != Same_house : -0.9717127689373759 migrat5g is missing : 0.015225379272959652 Iteration 4 Class 1 (movedin=1) Decision Stump Classifications migplac5 = 599 : 2.103239994805053 migplac5 != 599 : 0.48034942197976155 migplac5 is missing : -0.08227129489670129 Class 2 (movedin=2) Decision Stump Classifications migrat5g = Same_house : -0.7879880662943872 migrat5g != Same_house : 0.04927082233486608 migrat5g is missing : 0.17632353529436118 Class 3 (movedin=3) Decision Stump Classifications migrat5g = Same_state_countydifferent_house : 0.13912676973183277 migrat5g != Same_state_countydifferent_house : -0.27800215482004365 migrat5g is missing : 0.112023272080577 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 11050 : 1.0517123473638992 ftotinc != 11050 : -0.002419273394581651 ftotinc is missing : 0.013283861775170238 Class 5 (movedin=5) Decision Stump Classifications migrat5g = Same_house : 0.10946050899340935 migrat5g != Same_house : -0.7441387654805429 migrat5g is missing : -0.8432780749059503 Class 6 (movedin=6) Decision Stump Classifications ownershg = Owned_or_being_bought_(loan) : 0.11151380632571076 ownershg != Owned_or_being_bought_(loan) : -0.5897448077324167 ownershg is missing : -0.9853980528210695 Class 7 (movedin=7) Decision Stump Classifications school = No_not_in_school : 0.16863120529661474 school != No_not_in_school : -0.9594955667460329 school is missing : -1.0094849913818678 Class 8 (movedin=9) Decision Stump Classifications marst = Never_married_single : 0.22142849932913186 marst != Never_married_single : -0.8121641428792764 marst is missing : -0.03126104122536409 Iteration 5 Class 1 (movedin=1) Decision Stump Classifications nmothers = 1 : -0.1430409940826304 nmothers != 1 : 0.2778300101921859 nmothers is missing : 0.01103507745385011 Class 2 (movedin=2) Decision Stump Classifications nmothers = 1 : 0.10527585308601436 nmothers != 1 : -0.1611211790869052 nmothers is missing : 0.010708420635770408 Class 3 (movedin=3) Decision Stump Classifications age = 1 : -0.9929106431434768 age != 1 : 0.02574832805090739 age is missing : 0.007085593757948518 Class 4 (movedin=4) Decision Stump Classifications migplac5 = Guatemala : 2.802351053500152 migplac5 != Guatemala : -0.054262046852861866 migplac5 is missing : 0.01837369164799404 Class 5 (movedin=5) Decision Stump Classifications nchlt5 = 0 : -0.09356144852774789 nchlt5 != 0 : 0.8903995904719637 nchlt5 is missing : -0.03712888028648549 Class 6 (movedin=6) Decision Stump Classifications nchlt5 = 0 : 0.09214453621250185 nchlt5 != 0 : -1.0435021549270727 nchlt5 is missing : 0.01556875850264749 Class 7 (movedin=7) Decision Stump Classifications rent = 0 : 0.2133718823724458 rent != 0 : -0.7777121623034091 rent is missing : -0.03947616580357703 Class 8 (movedin=9) Decision Stump Classifications migrat5g = Same_house : 0.16749339316225687 migrat5g != Same_house : -0.8616383876240247 migrat5g is missing : -0.06302207460214808 Iteration 6 Class 1 (movedin=1) Decision Stump Classifications migrat5g = Same_house : -0.6984370038807111 migrat5g != Same_house : 0.045634060580233185 migrat5g is missing : 0.10572923020509982 Class 2 (movedin=2) Decision Stump Classifications age = 0 : -0.9514668810256094 age != 0 : 0.013430041624997509 age is missing : -0.0032861530982401096 Class 3 (movedin=3) Decision Stump Classifications occ1950 = Excavating_grading_and_road_machinery_operators : 2.9150919789609904 occ1950 != Excavating_grading_and_road_machinery_operators : -0.05388323869211992 occ1950 is missing : 0.07531872234778089 Class 4 (movedin=4) Decision Stump Classifications famsize = 3 : -0.23259202295509293 famsize != 3 : 0.05904882907234299 famsize is missing : 0.013475462592843277 Class 5 (movedin=5) Decision Stump Classifications value = 42500 : 0.5284315257646917 value != 42500 : -0.031993734605048854 value is missing : 0.022248704703219484 Class 6 (movedin=6) Decision Stump Classifications migrat5g = Same_house : 0.03695677343365423 migrat5g != Same_house : -0.6069426802767187 migrat5g is missing : -0.6497490431662545 Class 7 (movedin=7) Decision Stump Classifications workedyr = No : 0.3101787920179977 workedyr != No : -0.12107342857823224 workedyr is missing : -1.028267454447152 Class 8 (movedin=9) Decision Stump Classifications bplg = United_States_ns : 1.0142842628006676 bplg != United_States_ns : -0.10128949049453512 bplg is missing : -0.03822143048567291 Iteration 7 Class 1 (movedin=1) Decision Stump Classifications age = 21 : 1.2730446254207801 age != 21 : -0.04832744396029548 age is missing : -0.021390485279146398 Class 2 (movedin=2) Decision Stump Classifications incwelfr = 1550 : 2.892393101942213 incwelfr != 1550 : 0.010464193573600875 incwelfr is missing : 0.015677679589314594 Class 3 (movedin=3) Decision Stump Classifications migrat5g = Same_house : -0.7483164194249041 migrat5g != Same_house : 0.035312122371892136 migrat5g is missing : 0.08325466355886814 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 19650 : 1.9086814986033063 ftotinc != 19650 : 0.008423475634557687 ftotinc is missing : 0.014217598300417064 Class 5 (movedin=5) Decision Stump Classifications yngch = 7 : 1.3166646199729772 yngch != 7 : -0.02079041698479314 yngch is missing : -0.002435173090729498 Class 6 (movedin=6) Decision Stump Classifications educrec = Grade_1-4 : -0.5837274322149376 educrec != Grade_1-4 : 0.03351839605393422 educrec is missing : -1.0045596345932712 Class 7 (movedin=7) Decision Stump Classifications migrat5g = Same_house : 0.08286989332537197 migrat5g != Same_house : -0.7579010743177843 migrat5g is missing : -1.0033434092850684 Class 8 (movedin=9) Decision Stump Classifications bplg = California : 0.20709715898258785 bplg != California : -0.4972222321919177 bplg is missing : -0.002794049005695396 Iteration 8 Class 1 (movedin=1) Decision Stump Classifications yrlastwk = Worked_more_than_10_yrs_ago : -0.7790371110358898 yrlastwk != Worked_more_than_10_yrs_ago : 0.06159945012972754 yrlastwk is missing : 0.049409462255804205 Class 2 (movedin=2) Decision Stump Classifications ftotinc = 4250 : 1.477076838532517 ftotinc != 4250 : -0.010083778024280069 ftotinc is missing : -0.002053782219039039 Class 3 (movedin=3) Decision Stump Classifications poverty = 226 : 2.313625634711838 poverty != 226 : -0.012749828589949323 poverty is missing : -0.005431559463082285 Class 4 (movedin=4) Decision Stump Classifications rent = 100 : 0.6384382531863101 rent != 100 : -0.01527926402046379 rent is missing : 3.645960411954517E-4 Class 5 (movedin=5) Decision Stump Classifications yngch = 6 : 1.2326032435921799 yngch != 6 : -0.013028070967563346 yngch is missing : 0.00395588329677312 Class 6 (movedin=6) Decision Stump Classifications value = 22500 : 0.3070328143255287 value != 22500 : -0.06865152725584504 value is missing : 0.0018320089503689777 Class 7 (movedin=7) Decision Stump Classifications marst = Widowed : 0.6544069010140794 marst != Widowed : -0.11801267335116193 marst is missing : -0.018180569538080105 Class 8 (movedin=9) Decision Stump Classifications occ1950 = Housekeepers_private_household : 2.3578983508034828 occ1950 != Housekeepers_private_household : -0.32481254293968254 occ1950 is missing : 0.06085708244495303 Iteration 9 Class 1 (movedin=1) Decision Stump Classifications eldch = 0 : 1.1300175192249835 eldch != 0 : -0.017176543903065278 eldch is missing : 0.0024386336786094906 Class 2 (movedin=2) Decision Stump Classifications ftotinc = 13650 : 1.4685589765226683 ftotinc != 13650 : -0.0016810776944597963 ftotinc is missing : 0.006327486397113083 Class 3 (movedin=3) Decision Stump Classifications bplg = Kansas : 1.2423911622388129 bplg != Kansas : -0.012164589240254577 bplg is missing : 0.0016635759249854015 Class 4 (movedin=4) Decision Stump Classifications eldch = 13 : 0.7901397348653055 eldch != 13 : -0.009974881534639301 eldch is missing : 0.002604348024400011 Class 5 (movedin=5) Decision Stump Classifications chborn = 1_child : -0.34625162850559693 chborn != 1_child : 0.16157474570600025 chborn is missing : -0.06586092969427734 Class 6 (movedin=6) Decision Stump Classifications age = 12 : 0.970812278328071 age != 12 : -0.02362430029875707 age is missing : -0.003773185981167085 Class 7 (movedin=7) Decision Stump Classifications ownershg = Rented : -0.42707540484879686 ownershg != Rented : 0.10237892955069705 ownershg is missing : -1.2903743658428566 Class 8 (movedin=9) Decision Stump Classifications nsibs = 9 : 2.4892454411147233 nsibs != 9 : -0.019973061505155165 nsibs is missing : -0.004391972091267941 Iteration 10 Class 1 (movedin=1) Decision Stump Classifications age = 20 : 0.893430504360449 age != 20 : -0.014624735818701268 age is missing : 0.002730664587856251 Class 2 (movedin=2) Decision Stump Classifications migrat5g = Same_house : -0.5967178588320777 migrat5g != Same_house : 0.02214988467619046 migrat5g is missing : 0.01338974349655457 Class 3 (movedin=3) Decision Stump Classifications yngch = 1 : -0.6461575625286533 yngch != 1 : 0.026134556916560647 yngch is missing : 0.001334849865618941 Class 4 (movedin=4) Decision Stump Classifications age = 25 : -0.7882034723505476 age != 25 : 0.009552849659265016 age is missing : -0.0017446542737917271 Class 5 (movedin=5) Decision Stump Classifications migrat5g = Same_house : 0.03080393299701344 migrat5g != Same_house : -0.5475390806852125 migrat5g is missing : -0.5706667884427393 Class 6 (movedin=6) Decision Stump Classifications age = 35 : -1.0465647000823823 age != 35 : 0.02087710477548521 age is missing : 0.007256333399093003 Class 7 (movedin=7) Decision Stump Classifications school = Yes_in_school : -0.7198376044350119 school != Yes_in_school : 0.04500369868626102 school is missing : -1.0007944872386545 Class 8 (movedin=9) Decision Stump Classifications age = 5 : 1.1025609639031406 age != 5 : -0.04124813060271187 age is missing : -0.007535594471289375 Iteration 11 Class 1 (movedin=1) Decision Stump Classifications nfams = 1 : -0.031067474367141943 nfams != 1 : 0.44885157088325656 nfams is missing : 0.0012190574924791566 Class 2 (movedin=2) Decision Stump Classifications occscore = 39 : -1.1311906605289066 occscore != 39 : 0.002653010440644445 occscore is missing : -0.006984386571452524 Class 3 (movedin=3) Decision Stump Classifications ftotinc = 23850 : 2.9652507704645683 ftotinc != 23850 : -0.005788216081153527 ftotinc is missing : -7.510828665515615E-4 Class 4 (movedin=4) Decision Stump Classifications value = 6250 : 2.063493314806353 value != 6250 : -6.697026019591426E-4 value is missing : 0.0036614505696013996 Class 5 (movedin=5) Decision Stump Classifications tranwork = Passenger : -0.7594229438752232 tranwork != Passenger : 0.0469596945270131 tranwork is missing : -0.0016414760947828244 Class 6 (movedin=6) Decision Stump Classifications schltype = Public_school : -0.22303688275005154 schltype != Public_school : 0.08520459907865334 schltype is missing : -1.0019862764075071 Class 7 (movedin=7) Decision Stump Classifications ind1950 = Petroleum_products : 2.5402597459543403 ind1950 != Petroleum_products : -0.06713747773737708 ind1950 is missing : 0.09006918287246458 Class 8 (movedin=9) Decision Stump Classifications migrat5g = Same_house : 0.11985629319090346 migrat5g != Same_house : -0.6546132262587833 migrat5g is missing : -0.09973243026381015 Iteration 12 Class 1 (movedin=1) Decision Stump Classifications poverty = 501 : -0.25589117673328504 poverty != 501 : 0.041129913378181636 poverty is missing : -0.006244076539642719 Class 2 (movedin=2) Decision Stump Classifications rent = 110 : -0.6355410737150746 rent != 110 : 0.0112624878513566 rent is missing : -0.006335537876599848 Class 3 (movedin=3) Decision Stump Classifications ftotinc = 5850 : 1.561089294298305 ftotinc != 5850 : -0.011899455569523478 ftotinc is missing : -0.002697472148691301 Class 4 (movedin=4) Decision Stump Classifications poverty = 319 : 1.5970955518392216 poverty != 319 : -0.004933108048387056 poverty is missing : 3.6510838135166097E-4 Class 5 (movedin=5) Decision Stump Classifications eldch = 11 : 1.1454984177938405 eldch != 11 : -0.00534871900907217 eldch is missing : 0.011887915251017683 Class 6 (movedin=6) Decision Stump Classifications value = 999999 : -0.2339852642420839 value != 999999 : 0.07290649470940067 value is missing : 0.002970434375407279 Class 7 (movedin=7) Decision Stump Classifications incss = 0 : -0.09529979378480932 incss != 0 : 0.33630214459465557 incss is missing : 0.025489159846816406 Class 8 (movedin=9) Decision Stump Classifications poverty = 345 : 2.6615105422472496 poverty != 345 : -0.03380099075888361 poverty is missing : -0.021653032087241335 Iteration 13 Class 1 (movedin=1) Decision Stump Classifications migrat5g = Same_state_different_county : 0.43067448490914456 migrat5g != Same_state_different_county : -0.03409983224146763 migrat5g is missing : -0.0018561762095874608 Class 2 (movedin=2) Decision Stump Classifications migplac5 = Florida : -1.295465272232391 migplac5 != Florida : 0.13480746223946038 migplac5 is missing : -0.02524640396973119 Class 3 (movedin=3) Decision Stump Classifications ftotinc = 3150 : 1.6132262115436449 ftotinc != 3150 : -0.012894199626941034 ftotinc is missing : -0.0046580595945699375 Class 4 (movedin=4) Decision Stump Classifications nsibs = 7 : 1.2076242882158694 nsibs != 7 : -0.00757866958050747 nsibs is missing : -4.6767476864249726E-4 Class 5 (movedin=5) Decision Stump Classifications famsize = 11 : 2.054243238163722 famsize != 11 : -0.0010958769818820505 famsize is missing : 0.007587164019951823 Class 6 (movedin=6) Decision Stump Classifications age = 34 : -1.3008262757770133 age != 34 : 0.019049190325612 age is missing : 0.0073028532205623685 Class 7 (movedin=7) Decision Stump Classifications value = 999999 : -0.3570258658542973 value != 999999 : 0.12200877712993005 value is missing : 0.003524146079196323 Class 8 (movedin=9) Decision Stump Classifications bplg = United_States_ns : 0.6519868201217541 bplg != United_States_ns : -0.045414424243010766 bplg is missing : 5.013418514600691E-4 Iteration 14 Class 1 (movedin=1) Decision Stump Classifications ftotinc = 8150 : 1.0122830532489449 ftotinc != 8150 : -0.010723781441160282 ftotinc is missing : -0.0014815729562827544 Class 2 (movedin=2) Decision Stump Classifications ownershg = Owned_or_being_bought_(loan) : -0.11230754833678988 ownershg != Owned_or_being_bought_(loan) : 0.062333290855934705 ownershg is missing : 0.3394387036414383 Class 3 (movedin=3) Decision Stump Classifications poverty = 445 : 2.1895775149971524 poverty != 445 : -0.010971233204250594 poverty is missing : -0.004876939478757073 Class 4 (movedin=4) Decision Stump Classifications schltype = Public_school : -0.11792938437926001 schltype != Public_school : 0.04758248925655546 schltype is missing : -0.7255782814105779 Class 5 (movedin=5) Decision Stump Classifications ownershg = Rented : -0.2186353839691546 ownershg != Rented : 0.07363203947467722 ownershg is missing : -0.7053677955549493 Class 6 (movedin=6) Decision Stump Classifications eldch = 5 : -1.5224860833508889 eldch != 5 : 0.01722625148119067 eldch is missing : 0.007552246515975833 Class 7 (movedin=7) Decision Stump Classifications poverty = 165 : 1.8813873788380435 poverty != 165 : -0.017628318964976446 poverty is missing : -1.0251448065641861E-4 Class 8 (movedin=9) Decision Stump Classifications poverty = 162 : 2.1341525093889993 poverty != 162 : -0.013635589808024658 poverty is missing : -0.0010351212483553085 Iteration 15 Class 1 (movedin=1) Decision Stump Classifications wkswork2 = 50-52_weeks : -0.06858165075275297 wkswork2 != 50-52_weeks : 0.18374752724129 wkswork2 is missing : -0.03761696392460351 Class 2 (movedin=2) Decision Stump Classifications value = 22500 : 0.33251130614539137 value != 22500 : -0.03398682870108402 value is missing : -0.003560244382750772 Class 3 (movedin=3) Decision Stump Classifications rent = 89 : 2.551354210135092 rent != 89 : -0.012835309733542197 rent is missing : -0.007930424469326517 Class 4 (movedin=4) Decision Stump Classifications occ1950 = Physicians_and_surgeons : 1.2162671645509409 occ1950 != Physicians_and_surgeons : -0.06377225860011784 occ1950 is missing : 0.05434958833458162 Class 5 (movedin=5) Decision Stump Classifications ftotinc = 16050 : 1.619272938663808 ftotinc != 16050 : -0.006118275887964316 ftotinc is missing : 0.0027322611480557315 Class 6 (movedin=6) Decision Stump Classifications poverty = 272 : 1.9707263681883334 poverty != 272 : 0.0026694052216586664 poverty is missing : 0.01025981110984858 Class 7 (movedin=7) Decision Stump Classifications ftotinc = 7950 : 2.059789125213412 ftotinc != 7950 : -0.0030516942295226147 ftotinc is missing : 0.012931485348592217 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 12950 : 2.126096092614597 ftotinc != 12950 : -0.018045532868433255 ftotinc is missing : -0.005669759923410446 Iteration 16 Class 1 (movedin=1) Decision Stump Classifications age = 14 : -0.7599133566088381 age != 14 : 0.0041879343203161746 age is missing : -0.0067816431228720185 Class 2 (movedin=2) Decision Stump Classifications incwage = 650 : 1.1013336587837197 incwage != 650 : -0.009872648425444103 incwage is missing : -0.0013067753596787844 Class 3 (movedin=3) Decision Stump Classifications age = 0 : -0.9263129033567674 age != 0 : 0.013617580071881748 age is missing : -1.6485571304966707E-4 Class 4 (movedin=4) Decision Stump Classifications eldch = 8 : 0.8035864937981008 eldch != 8 : -0.011458865519822479 eldch is missing : -0.0011326592418570867 Class 5 (movedin=5) Decision Stump Classifications poverty = 281 : 2.1982104588244735 poverty != 281 : 7.096277662738475E-4 poverty is missing : 0.007263298388658804 Class 6 (movedin=6) Decision Stump Classifications relateg = Sibling-in-Law : 1.9709540153809608 relateg != Sibling-in-Law : -0.002031240664793761 relateg is missing : 0.0046837881454854435 Class 7 (movedin=7) Decision Stump Classifications age = 62 : 1.3007004508117386 age != 62 : -0.022383814784196744 age is missing : 0.0028214251797157126 Class 8 (movedin=9) Decision Stump Classifications relateg = Head_Householder : -0.6398796607898022 relateg != Head_Householder : 0.03574886451159312 relateg is missing : -0.0011624888817279644 Iteration 17 Class 1 (movedin=1) Decision Stump Classifications stepmom = 0 : -0.011446137712083927 stepmom != 0 : 0.8108125915166693 stepmom is missing : -8.935786260056775E-4 Class 2 (movedin=2) Decision Stump Classifications ftotinc = 1950 : 1.2324748047422374 ftotinc != 1950 : -0.008097702077941308 ftotinc is missing : -4.948610295006419E-4 Class 3 (movedin=3) Decision Stump Classifications poverty = 318 : 2.534933638903602 poverty != 318 : -0.007947123126554382 poverty is missing : -0.003194670556269266 Class 4 (movedin=4) Decision Stump Classifications inctot = 7750 : 1.5733473720184195 inctot != 7750 : -0.004829270946376464 inctot is missing : 7.982328776914595E-5 Class 5 (movedin=5) Decision Stump Classifications poverty = 352 : 2.7279442577003405 poverty != 352 : -5.80475286165161E-4 poverty is missing : 0.00432005624718835 Class 6 (movedin=6) Decision Stump Classifications age = 6 : -1.158604576308481 age != 6 : 0.01354033439043229 age is missing : 0.0031409999846084584 Class 7 (movedin=7) Decision Stump Classifications age = 55 : 1.008167491662916 age != 55 : -0.03316157248265535 age is missing : -0.0025916928670761596 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 18050 : 2.271404954004044 ftotinc != 18050 : -0.014755070250421932 ftotinc is missing : -0.005634465783673542 Iteration 18 Class 1 (movedin=1) Decision Stump Classifications inctot = 10050 : -0.791627713342903 inctot != 10050 : 0.009887387503168915 inctot is missing : -7.128261085218013E-4 Class 2 (movedin=2) Decision Stump Classifications poverty = 218 : 1.584332646609667 poverty != 218 : -0.007733679500097083 poverty is missing : -0.0018296930835407543 Class 3 (movedin=3) Decision Stump Classifications poverty = 257 : 2.0444320156931903 poverty != 257 : -0.0076203518670765556 poverty is missing : -0.0017544314257841227 Class 4 (movedin=4) Decision Stump Classifications incwage = 9150 : 1.6197283035805674 incwage != 9150 : -0.00521781241312255 incwage is missing : -4.42023034447643E-4 Class 5 (movedin=5) Decision Stump Classifications age = 37 : 1.0304002394360607 age != 37 : -0.008617207300306521 age is missing : 0.0033186144215317332 Class 6 (movedin=6) Decision Stump Classifications inctot = 9050 : -1.048509482652847 inctot != 9050 : 0.012398303999895572 inctot is missing : 7.768306608038749E-4 Class 7 (movedin=7) Decision Stump Classifications poverty = 228 : 2.7406659935005826 poverty != 228 : -0.006987197574080538 poverty is missing : 0.004312932601181031 Class 8 (movedin=9) Decision Stump Classifications age = 20 : 1.0462373573184032 age != 20 : -0.022655090183768493 age is missing : -0.0026000065781569843 Iteration 19 Class 1 (movedin=1) Decision Stump Classifications migrat5g = Same_house : -0.40123997620503526 migrat5g != Same_house : 0.025027085078964888 migrat5g is missing : -0.022304134175966113 Class 2 (movedin=2) Decision Stump Classifications rent = 78 : 2.9707557766239505 rent != 78 : -0.0045158799250747455 rent is missing : -0.0013547027876873836 Class 3 (movedin=3) Decision Stump Classifications migplac5 = Minnesota : 1.8635247252366618 migplac5 != Minnesota : 0.06625923802767456 migplac5 is missing : -0.019139235041513384 Class 4 (movedin=4) Decision Stump Classifications incwage = 11550 : 2.2553977732421373 incwage != 11550 : -0.004078352442738949 incwage is missing : -6.195928627389448E-4 Class 5 (movedin=5) Decision Stump Classifications poverty = 69 : 2.1732279592699504 poverty != 69 : -0.0033791782819855083 poverty is missing : 0.0021413939053009524 Class 6 (movedin=6) Decision Stump Classifications ownershg = Owned_or_being_bought_(loan) : 0.05060255832387315 ownershg != Owned_or_being_bought_(loan) : -0.20449966646902984 ownershg is missing : -0.7571017762965776 Class 7 (movedin=7) Decision Stump Classifications nchild = 3 : -0.7770387729974962 nchild != 3 : 0.03872406273282868 nchild is missing : 0.0019220408141465595 Class 8 (movedin=9) Decision Stump Classifications famsize = 9 : 1.070419523661363 famsize != 9 : -0.020085942115040122 famsize is missing : -8.51493407161509E-5 Iteration 20 Class 1 (movedin=1) Decision Stump Classifications hrswork2 = 1-14_hours : -0.5954533228132036 hrswork2 != 1-14_hours : 0.05454010552453159 hrswork2 is missing : -0.02178024707532753 Class 2 (movedin=2) Decision Stump Classifications incwage = 1150 : 1.5108556410736533 incwage != 1150 : 0.001816192106991548 incwage is missing : 0.008157885151300094 Class 3 (movedin=3) Decision Stump Classifications inctot = 5550 : 1.5444446658892803 inctot != 5550 : -0.0013110502534789167 inctot is missing : 0.006616375916140597 Class 4 (movedin=4) Decision Stump Classifications poverty = 345 : 1.8027076860768005 poverty != 345 : -0.00212710913522273 poverty is missing : 0.0021915696506379172 Class 5 (movedin=5) Decision Stump Classifications value = 50000 : 0.45217025171447806 value != 50000 : -0.02934664175356916 value is missing : -0.002346052229787684 Class 6 (movedin=6) Decision Stump Classifications age = 7 : -1.165918104205592 age != 7 : 0.005387032528993029 age is missing : -0.005539484377231684 Class 7 (movedin=7) Decision Stump Classifications bplg = Arizona : 1.31574881087192 bplg != Arizona : -0.02363715942992805 bplg is missing : -0.0014632280160727495 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 25550 : 2.8289565323200367 ftotinc != 25550 : -0.012141140915872494 ftotinc is missing : -0.004844021312105198 Iteration 21 Class 1 (movedin=1) Decision Stump Classifications age = 23 : 0.5303544888747138 age != 23 : -0.010890201007809316 age is missing : 0.0033078723190244864 Class 2 (movedin=2) Decision Stump Classifications ftotinc = 2050 : 1.240587179232327 ftotinc != 2050 : -0.007488854999134965 ftotinc is missing : -4.8121184142184006E-5 Class 3 (movedin=3) Decision Stump Classifications ftotinc = 17850 : 2.5026385673814504 ftotinc != 17850 : -0.00284071136977228 ftotinc is missing : 0.0018363625112534816 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 15950 : 1.4031726317866202 ftotinc != 15950 : -0.005081784632778448 ftotinc is missing : 7.334324270087596E-5 Class 5 (movedin=5) Decision Stump Classifications poverty = 177 : -2.227897459253618 poverty != 177 : 0.0029408074557486915 poverty is missing : -0.0023727717503328445 Class 6 (movedin=6) Decision Stump Classifications nsibs = 4 : -0.6879970796215916 nsibs != 4 : 0.01638938538815817 nsibs is missing : -0.0012499864318488302 Class 7 (movedin=7) Decision Stump Classifications bplg = Utah : 1.44557710422864 bplg != Utah : -0.021569123571771504 bplg is missing : -6.303361410909966E-4 Class 8 (movedin=9) Decision Stump Classifications poverty = 330 : 2.231525337222415 poverty != 330 : -0.015145166716865768 poverty is missing : -0.006080293211317291 Iteration 22 Class 1 (movedin=1) Decision Stump Classifications raceg = Japanese : -0.8048636752353528 raceg != Japanese : 0.011013987027842774 raceg is missing : 0.0019976490792589586 Class 2 (movedin=2) Decision Stump Classifications bplg = Mexico : 0.4963164053536362 bplg != Mexico : -0.017243363967293427 bplg is missing : 0.0014935054058594526 Class 3 (movedin=3) Decision Stump Classifications rent = 80 : 0.7840806028275411 rent != 80 : -0.013172677927503549 rent is missing : 0.0014216757204996268 Class 4 (movedin=4) Decision Stump Classifications incss = 1050 : 0.9211801058069244 incss != 1050 : -0.0076527394994620685 incss is missing : 3.5313616591896395E-5 Class 5 (movedin=5) Decision Stump Classifications classwkg = Self-employed : -0.29792175691852907 classwkg != Self-employed : 0.08996711675873381 classwkg is missing : -0.07356062185102619 Class 6 (movedin=6) Decision Stump Classifications ftotinc = 43350 : 3.0000000000000004 ftotinc != 43350 : -0.006056938976071211 ftotinc is missing : -0.0021449275090912197 Class 7 (movedin=7) Decision Stump Classifications age = 23 : 1.678368311276531 age != 23 : -0.01583243013819343 age is missing : 0.0015938758231215295 Class 8 (movedin=9) Decision Stump Classifications value = 8750 : 1.2579270770677606 value != 8750 : -0.022516927315942747 value is missing : -0.007105683065451313 Iteration 23 Class 1 (movedin=1) Decision Stump Classifications yngch = 20 : 1.7827522185924538 yngch != 20 : -0.0018198879825787825 yngch is missing : 0.0024368787763488545 Class 2 (movedin=2) Decision Stump Classifications poverty = 400 : 2.9883996760232763 poverty != 400 : -0.002927491277909878 poverty is missing : 1.5037313541394276E-4 Class 3 (movedin=3) Decision Stump Classifications nsibs = 4 : 0.5197607091248075 nsibs != 4 : -0.021609751220815116 nsibs is missing : 2.846358361052755E-4 Class 4 (movedin=4) Decision Stump Classifications incwage = 3850 : 1.8722006289054742 incwage != 3850 : -0.004817150277976414 incwage is missing : -0.0012380495220244924 Class 5 (movedin=5) Decision Stump Classifications yngch = 8 : 0.8550687758687118 yngch != 8 : -0.01608985954248845 yngch is missing : -0.0030485229950571982 Class 6 (movedin=6) Decision Stump Classifications yngch = 23 : -1.3474634501984744 yngch != 23 : 0.013741193724619526 yngch is missing : 0.004983599734782221 Class 7 (movedin=7) Decision Stump Classifications age = 74 : 1.356305837584527 age != 74 : -0.018995648811545248 age is missing : 0.0019350225979390258 Class 8 (movedin=9) Decision Stump Classifications rent = 59 : 2.965783809076082 rent != 59 : -0.01887794578308005 rent is missing : -0.012529837318368788 Iteration 24 Class 1 (movedin=1) Decision Stump Classifications ind1950 = Hotels_and_lodging_places : 1.2082344912719054 ind1950 != Hotels_and_lodging_places : -0.03478473399723676 ind1950 is missing : 0.02940572318185227 Class 2 (movedin=2) Decision Stump Classifications ftotinc = 12750 : 1.3701166874567856 ftotinc != 12750 : -0.006254806433985487 ftotinc is missing : 3.889323182059033E-4 Class 3 (movedin=3) Decision Stump Classifications eldch = 17 : 0.9764091583206252 eldch != 17 : -0.011800957407144439 eldch is missing : -2.633444726639945E-4 Class 4 (movedin=4) Decision Stump Classifications occ1950 = Professional_technical_99_kindred_workers_(nec) : 0.8305455518937118 occ1950 != Professional_technical_99_kindred_workers_(nec) : -0.01658632759589374 occ1950 is missing : 0.0037845092026944486 Class 5 (movedin=5) Decision Stump Classifications poverty = 442 : 2.7858281262081186 poverty != 442 : -0.0028995354715497424 poverty is missing : 0.0012425959069757287 Class 6 (movedin=6) Decision Stump Classifications poverty = 65 : 1.975520400225006 poverty != 65 : -0.004068976785082733 poverty is missing : 0.0012869265746730358 Class 7 (movedin=7) Decision Stump Classifications workedyr = No : -0.07029485014064386 workedyr != No : 0.10279954786660753 workedyr is missing : -1.0160844966351203 Class 8 (movedin=9) Decision Stump Classifications poverty = 327 : 1.627037958139365 poverty != 327 : -0.016178518445975662 poverty is missing : -0.004909521707407015 Iteration 25 Class 1 (movedin=1) Decision Stump Classifications inctot = 13050 : 1.6147214224937037 inctot != 13050 : -0.003004883691132512 inctot is missing : 0.0015098118983058585 Class 2 (movedin=2) Decision Stump Classifications poverty = 20 : 2.9558111657664954 poverty != 20 : -0.003942967735324562 poverty is missing : -8.843597297575048E-4 Class 3 (movedin=3) Decision Stump Classifications occscore = 30 : 0.8487142691138625 occscore != 30 : -0.013667631945377318 occscore is missing : -0.0012104070004390545 Class 4 (movedin=4) Decision Stump Classifications inctot = 2050 : 0.8371397053486259 inctot != 2050 : -0.009782837564769883 inctot is missing : -0.001468082883511685 Class 5 (movedin=5) Decision Stump Classifications poverty = 274 : 2.266460843943728 poverty != 274 : -0.004957145070190522 poverty is missing : -5.662117882328093E-4 Class 6 (movedin=6) Decision Stump Classifications poverty = 258 : 2.138957626240688 poverty != 258 : -0.002471216078099826 poverty is missing : 0.0024039934079513785 Class 7 (movedin=7) Decision Stump Classifications ftotinc = 8050 : 1.3609376818624594 ftotinc != 8050 : -0.021116991860207338 ftotinc is missing : -0.0012902474955272406 Class 8 (movedin=9) Decision Stump Classifications bplg = California : 0.07022369284641852 bplg != California : -0.24961599800673365 bplg is missing : 0.0012840530140892867 Iteration 26 Class 1 (movedin=1) Decision Stump Classifications poverty = 264 : -1.926196409813349 poverty != 264 : 0.004105963175362656 poverty is missing : 5.785317958762996E-4 Class 2 (movedin=2) Decision Stump Classifications poverty = 275 : 1.4362663909940803 poverty != 275 : -0.005526141275718593 poverty is missing : 6.990510861049553E-4 Class 3 (movedin=3) Decision Stump Classifications rent = 140 : 0.7700739682305885 rent != 140 : -0.013936061482935984 rent is missing : -4.1887331661096824E-4 Class 4 (movedin=4) Decision Stump Classifications yngch = 7 : 0.7222103419144293 yngch != 7 : -0.009888758183036668 yngch is missing : -5.040306449676886E-4 Class 5 (movedin=5) Decision Stump Classifications poverty = 395 : 2.3401670507760763 poverty != 395 : -0.0024233140651972354 poverty is missing : 0.001844972672428317 Class 6 (movedin=6) Decision Stump Classifications age = 59 : 0.8392142070415421 age != 59 : -0.014628337980208572 age is missing : -8.504428539947654E-4 Class 7 (movedin=7) Decision Stump Classifications incss = 2050 : 3.0 incss != 2050 : -0.011101706502419892 incss is missing : -0.001965700906221693 Class 8 (movedin=9) Decision Stump Classifications incss = 1450 : 2.359777638390393 incss != 1450 : -0.009921979435544865 incss is missing : -0.0024292077159534134 Iteration 27 Class 1 (movedin=1) Decision Stump Classifications migplac5 = Indiana : -1.4579396321704254 migplac5 != Indiana : 0.03590619247406227 migplac5 is missing : -0.0015287006917703036 Class 2 (movedin=2) Decision Stump Classifications poverty = 392 : 2.1247958331033963 poverty != 392 : -0.004146051802948812 poverty is missing : 4.4245545413903874E-5 Class 3 (movedin=3) Decision Stump Classifications inctot = 16550 : 2.9887661632318374 inctot != 16550 : -0.0036144540149772864 inctot is missing : -2.4374785948640948E-4 Class 4 (movedin=4) Decision Stump Classifications poverty = 67 : 1.7953215511616154 poverty != 67 : -0.003954899154062339 poverty is missing : -1.9624362014443144E-4 Class 5 (movedin=5) Decision Stump Classifications migplac5 = Belgium : 2.8818368442011186 migplac5 != Belgium : -1.0148478627497062 migplac5 is missing : 0.003421830941367693 Class 6 (movedin=6) Decision Stump Classifications age = 9 : -1.152191911243069 age != 9 : 0.00814206813982041 age is missing : -0.0011372487969733064 Class 7 (movedin=7) Decision Stump Classifications ind1950 = Water_transportation : 2.644180225894575 ind1950 != Water_transportation : -0.0229023021381884 ind1950 is missing : 0.02878186412864794 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 16350 : 2.526955870404748 ftotinc != 16350 : -0.007353378294359867 ftotinc is missing : -7.47370965186236E-4 Iteration 28 Class 1 (movedin=1) Decision Stump Classifications migplac5 = Virginia : -1.796468592499828 migplac5 != Virginia : 0.01766024947506895 migplac5 is missing : -8.498665003450819E-4 Class 2 (movedin=2) Decision Stump Classifications inctot = 11650 : 2.228303498870346 inctot != 11650 : -0.004202091405107681 inctot is missing : -3.613451355716454E-4 Class 3 (movedin=3) Decision Stump Classifications migplac5 = Delaware : 3.0000000000000004 migplac5 != Delaware : 0.006861930343621584 migplac5 is missing : -0.005238136378820648 Class 4 (movedin=4) Decision Stump Classifications inctot = 4150 : 1.6103727973536535 inctot != 4150 : -0.0035101415081897546 inctot is missing : 6.424647508835251E-4 Class 5 (movedin=5) Decision Stump Classifications incwage = 14050 : -1.241585746850221 incwage != 14050 : 0.00790910449995187 incwage is missing : 5.191543914289808E-4 Class 6 (movedin=6) Decision Stump Classifications ftotinc = 13650 : 1.0381597208263358 ftotinc != 13650 : -0.009635027396849035 ftotinc is missing : -1.2547102832767735E-4 Class 7 (movedin=7) Decision Stump Classifications poverty = 214 : 2.2900111927075475 poverty != 214 : -0.006581319221330341 poverty is missing : 0.004701906055165047 Class 8 (movedin=9) Decision Stump Classifications poverty = 307 : 1.4987086906307288 poverty != 307 : -0.012957865416230892 poverty is missing : -0.0019061705936954806 Iteration 29 Class 1 (movedin=1) Decision Stump Classifications gqtypeg = Correctional_institutions : 1.4758460126807285 gqtypeg != Correctional_institutions : -0.004117278442410663 gqtypeg is missing : 2.773382879040978E-4 Class 2 (movedin=2) Decision Stump Classifications ftotinc = 5050 : 0.8208884167737641 ftotinc != 5050 : -0.011005728362464216 ftotinc is missing : -5.872164625933418E-4 Class 3 (movedin=3) Decision Stump Classifications age = 64 : 1.4676102592716644 age != 64 : -0.006920441152788955 age is missing : -1.2139706778325708E-4 Class 4 (movedin=4) Decision Stump Classifications poverty = 231 : 2.6526685294768204 poverty != 231 : -0.003038146161540458 poverty is missing : -6.099673864485442E-4 Class 5 (movedin=5) Decision Stump Classifications incss = 1750 : 1.2130528978279909 incss != 1750 : -0.006659036630962746 incss is missing : 0.0010302115232058893 Class 6 (movedin=6) Decision Stump Classifications age = 21 : 1.0439357513518428 age != 21 : -0.009018394119493236 age is missing : 3.8923178397698937E-4 Class 7 (movedin=7) Decision Stump Classifications rent = 0 : 0.06414356923341037 rent != 0 : -0.3928901941207764 rent is missing : -8.134618719056483E-4 Class 8 (movedin=9) Decision Stump Classifications poverty = 378 : 1.3574921657084333 poverty != 378 : -0.012188393129853536 poverty is missing : 9.700891164716165E-5 Iteration 30 Class 1 (movedin=1) Decision Stump Classifications rent = 185 : 0.888193849794568 rent != 185 : -0.005857517738792357 rent is missing : 0.0015211888019064886 Class 2 (movedin=2) Decision Stump Classifications bplg = Puerto_Rico : 1.5042988851076564 bplg != Puerto_Rico : -0.006567500300972746 bplg is missing : -8.994330885134734E-4 Class 3 (movedin=3) Decision Stump Classifications ncouples = 3 : 2.112076398118697 ncouples != 3 : -0.005879740325103243 ncouples is missing : -0.0011494373487725823 Class 4 (movedin=4) Decision Stump Classifications poverty = 187 : 1.8601028508116846 poverty != 187 : -0.005506580458850757 poverty is missing : -0.002136418299811252 Class 5 (movedin=5) Decision Stump Classifications incwage = 5450 : 1.9095760730432436 incwage != 5450 : -0.004840487639369187 incwage is missing : 1.6699458644606682E-4 Class 6 (movedin=6) Decision Stump Classifications poverty = 50 : 2.68666990329291 poverty != 50 : 4.824762372525409E-4 poverty is missing : 0.004138002227738074 Class 7 (movedin=7) Decision Stump Classifications incother = 1350 : 2.1316576359053467 incother != 1350 : -0.015407243273604048 incother is missing : -0.002489617679368932 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 24650 : 2.4401023397757937 ftotinc != 24650 : -0.008582719844530993 ftotinc is missing : -0.0017151535563384107 Iteration 31 Class 1 (movedin=1) Decision Stump Classifications bplg = Nevada : 2.0544004247955487 bplg != Nevada : -0.0034861408311989872 bplg is missing : -3.4052407423611013E-4 Class 2 (movedin=2) Decision Stump Classifications ftotinc = 40050 : 2.2245667803906684 ftotinc != 40050 : -0.004518415541745479 ftotinc is missing : -8.524141383368588E-4 Class 3 (movedin=3) Decision Stump Classifications ftotinc = 8650 : 1.2005364253499593 ftotinc != 8650 : -0.008435759909070249 ftotinc is missing : -8.930609728697698E-6 Class 4 (movedin=4) Decision Stump Classifications poverty = 460 : 2.1146033847832735 poverty != 460 : -0.003061347335038819 poverty is missing : -9.783767860981113E-5 Class 5 (movedin=5) Decision Stump Classifications ftotinc = 23250 : 2.222246404238421 ftotinc != 23250 : -0.0026647095329953613 ftotinc is missing : 0.0013859924569650036 Class 6 (movedin=6) Decision Stump Classifications bplg = USSR_Russia : 1.0391748275028734 bplg != USSR_Russia : -0.008064017189982287 bplg is missing : 0.001057194852573208 Class 7 (movedin=7) Decision Stump Classifications age = 61 : 0.8710763783612113 age != 61 : -0.02875408687889999 age is missing : -7.568389159522216E-4 Class 8 (movedin=9) Decision Stump Classifications poverty = 43 : 2.7900184475875762 poverty != 43 : -0.007424661725109269 poverty is missing : -0.0015203003252995343 Iteration 32 Class 1 (movedin=1) Decision Stump Classifications inctot = 2250 : -1.1105027331738186 inctot != 2250 : 0.00557935711608928 inctot is missing : -1.5384204752843305E-4 Class 2 (movedin=2) Decision Stump Classifications yngch = 9 : 0.8194198521101705 yngch != 9 : -0.01054260538437707 yngch is missing : -7.797147034113005E-4 Class 3 (movedin=3) Decision Stump Classifications famsize = 4 : 0.19874523684404166 famsize != 4 : -0.05115546619942157 famsize is missing : -7.336140774133284E-4 Class 4 (movedin=4) Decision Stump Classifications rent = 186 : 3.0000000000000004 rent != 186 : -0.001755136120002588 rent is missing : 3.2015038919377785E-4 Class 5 (movedin=5) Decision Stump Classifications ftotinc = 14550 : 1.175949304718952 ftotinc != 14550 : -0.007321004340271723 ftotinc is missing : 2.360749144670601E-4 Class 6 (movedin=6) Decision Stump Classifications age = 5 : -1.1514290006015766 age != 5 : 0.009292140773318153 age is missing : 0.0011807773550756718 Class 7 (movedin=7) Decision Stump Classifications incss = 450 : 1.1689985157808807 incss != 450 : -0.01868189835978715 incss is missing : 0.0015397030616443122 Class 8 (movedin=9) Decision Stump Classifications momrule = 2 : 1.1470163730705927 momrule != 2 : -0.01629586931953161 momrule is missing : -0.002016979475876378 Iteration 33 Class 1 (movedin=1) Decision Stump Classifications occ1950 = Painters_construction_and_maintenance : -1.375928269243804 occ1950 != Painters_construction_and_maintenance : 0.008960411012433523 occ1950 is missing : -0.0032727143281632907 Class 2 (movedin=2) Decision Stump Classifications ind1950 = Eating_and_drinking__places : -0.5663388608971438 ind1950 != Eating_and_drinking__places : 0.011394868561676446 ind1950 is missing : 0.016657388400876945 Class 3 (movedin=3) Decision Stump Classifications famsize = 5 : 0.2474163705810475 famsize != 5 : -0.04317193154525482 famsize is missing : -5.109407842206177E-4 Class 4 (movedin=4) Decision Stump Classifications eldch = 1 : -0.7622521252871376 eldch != 1 : 0.00964024493762709 eldch is missing : 0.0015991975506727848 Class 5 (movedin=5) Decision Stump Classifications age = 5 : -0.7653661174807761 age != 5 : 0.013894921730794853 age is missing : 0.0012175557239243635 Class 6 (movedin=6) Decision Stump Classifications wkswork2 = 48-49_weeks : 0.4150703170281131 wkswork2 != 48-49_weeks : -0.06648001835357602 wkswork2 is missing : 0.039336959042505504 Class 7 (movedin=7) Decision Stump Classifications poverty = 301 : 2.5706236811789083 poverty != 301 : -0.008738867410419892 poverty is missing : -7.092256949472411E-5 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 24350 : 2.6495873254925097 ftotinc != 24350 : -0.006640542819759996 ftotinc is missing : -6.02042029080935E-4 Iteration 34 Class 1 (movedin=1) Decision Stump Classifications incwage = 5250 : 1.828373475078431 incwage != 5250 : -0.005681072761808775 incwage is missing : -0.0018482196411633751 Class 2 (movedin=2) Decision Stump Classifications poverty = 374 : 1.6778069733492298 poverty != 374 : -0.005656614530523103 poverty is missing : -9.974609785013454E-4 Class 3 (movedin=3) Decision Stump Classifications poverty = 268 : 1.795288640281509 poverty != 268 : -0.00689688121995783 poverty is missing : -0.0010923497597820928 Class 4 (movedin=4) Decision Stump Classifications poverty = 380 : 1.1399760259813134 poverty != 380 : -0.006016652167979302 poverty is missing : -6.321041254306256E-4 Class 5 (movedin=5) Decision Stump Classifications ftotinc = 26150 : 2.009714503704398 ftotinc != 26150 : -0.0034286679866239464 ftotinc is missing : 0.0010070696515323539 Class 6 (movedin=6) Decision Stump Classifications age = 58 : 0.6292269311404279 age != 58 : -0.0071929463938256825 age is missing : 0.007133551772224457 Class 7 (movedin=7) Decision Stump Classifications migrat5g = Same_house : 0.04291533390715779 migrat5g != Same_house : -0.5388254920451844 migrat5g is missing : -1.0019331569054355 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 17650 : 1.4908324079766024 ftotinc != 17650 : -0.02087661120968835 ftotinc is missing : -0.00991369169549704 Iteration 35 Class 1 (movedin=1) Decision Stump Classifications poverty = 372 : -2.0123894319799054 poverty != 372 : -6.639797783836686E-4 poverty is missing : -0.003969927594833821 Class 2 (movedin=2) Decision Stump Classifications ftotinc = 32950 : 2.7529619437949324 ftotinc != 32950 : -0.0059646248082163966 ftotinc is missing : -0.0032050554494201656 Class 3 (movedin=3) Decision Stump Classifications occ1950 = Draftsmen : 1.6832344274596864 occ1950 != Draftsmen : 0.013083185941783104 occ1950 is missing : -0.0361737600446325 Class 4 (movedin=4) Decision Stump Classifications eldch = 25 : 1.4271520080332771 eldch != 25 : -0.005085387360021604 eldch is missing : -4.756028612016219E-4 Class 5 (movedin=5) Decision Stump Classifications poverty = 61 : 2.539907578075722 poverty != 61 : 0.004906805788838406 poverty is missing : 0.008287574051791303 Class 6 (movedin=6) Decision Stump Classifications ftotinc = 20850 : 1.4592860202535058 ftotinc != 20850 : 9.108709540104786E-4 ftotinc is missing : 0.007034749416104039 Class 7 (movedin=7) Decision Stump Classifications ftotinc = 5250 : 2.6723844292924293 ftotinc != 5250 : -0.00968505569813966 ftotinc is missing : -0.0012820390373105338 Class 8 (movedin=9) Decision Stump Classifications poverty = 357 : 2.2793658323951016 poverty != 357 : -0.011852070146495747 poverty is missing : -0.004872907453565257 Iteration 36 Class 1 (movedin=1) Decision Stump Classifications rent = 160 : 0.7462171433122821 rent != 160 : -0.010900469674439072 rent is missing : -0.002297796050653825 Class 2 (movedin=2) Decision Stump Classifications rent = 180 : 1.2536117523340018 rent != 180 : -0.008562076232186477 rent is missing : -0.0024746902158310313 Class 3 (movedin=3) Decision Stump Classifications poverty = 119 : 2.508932035367998 poverty != 119 : -0.006440495839251909 poverty is missing : -0.0024087396554535417 Class 4 (movedin=4) Decision Stump Classifications inctot = 9850 : 1.4983027025977773 inctot != 9850 : -0.005123025137562787 inctot is missing : -9.690730982406256E-4 Class 5 (movedin=5) Decision Stump Classifications bplg = Philippines : 2.2937215954803425 bplg != Philippines : -4.2666667138267897E-4 bplg is missing : 0.0032965354084183054 Class 6 (movedin=6) Decision Stump Classifications stepmom = 7 : -0.9807460392099712 stepmom != 7 : 0.015142394846638676 stepmom is missing : 0.005863106706451439 Class 7 (movedin=7) Decision Stump Classifications incwage = 10050 : 1.03691670203823 incwage != 10050 : -0.019195034249822787 incwage is missing : 0.0021432456248714725 Class 8 (movedin=9) Decision Stump Classifications migplac5 = Michigan : 2.9640957270602657 migplac5 != Michigan : -1.005170180582838 migplac5 is missing : -0.0029946088867890165 Iteration 37 Class 1 (movedin=1) Decision Stump Classifications poverty = 407 : 1.785761584916774 poverty != 407 : -0.004452783581300082 poverty is missing : -9.995455924991321E-4 Class 2 (movedin=2) Decision Stump Classifications poverty = 448 : 1.485258722078002 poverty != 448 : -0.007531557556813403 poverty is missing : -0.0026095960096384164 Class 3 (movedin=3) Decision Stump Classifications incother = 1750 : 2.1151177110259276 incother != 1750 : -0.007361225258266434 incother is missing : -0.0026239017828959678 Class 4 (movedin=4) Decision Stump Classifications occ1950 = Nurses_professional : -0.9045894977040191 occ1950 != Nurses_professional : 0.007828253159366435 occ1950 is missing : 0.0027356296972288405 Class 5 (movedin=5) Decision Stump Classifications bplg = Lithuania : 2.7819481714571803 bplg != Lithuania : 0.002026833780249293 bplg is missing : 0.005042088594905114 Class 6 (movedin=6) Decision Stump Classifications poverty = 130 : 2.9162987495134263 poverty != 130 : -0.002489371972465152 poverty is missing : 5.324990956405421E-4 Class 7 (movedin=7) Decision Stump Classifications relateg = Sibling : 1.5298248491629969 relateg != Sibling : -0.008833402236610995 relateg is missing : 0.0057667686976632685 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 11850 : 1.4905157512452423 ftotinc != 11850 : -0.010703108245529329 ftotinc is missing : -3.9698340840640657E-4 Iteration 38 Class 1 (movedin=1) Decision Stump Classifications nsibs = 0 : 0.05646991413415175 nsibs != 0 : -0.10940660852212145 nsibs is missing : -0.001237576229026905 Class 2 (movedin=2) Decision Stump Classifications poverty = 235 : 1.3434270742541377 poverty != 235 : -0.007412146098519965 poverty is missing : -0.0019834313931000576 Class 3 (movedin=3) Decision Stump Classifications poverty = 478 : 2.920960048325946 poverty != 478 : -0.005415912708087495 poverty is missing : -0.0020591203823233785 Class 4 (movedin=4) Decision Stump Classifications migplac5 = Tennessee : 1.643320888350212 migplac5 != Tennessee : -0.017956742020167282 migplac5 is missing : -0.0028393463533763997 Class 5 (movedin=5) Decision Stump Classifications incwage = 17050 : 2.214265947342858 incwage != 17050 : -0.0023283940117879926 incwage is missing : 0.0014232346014173805 Class 6 (movedin=6) Decision Stump Classifications ftotinc = 5550 : 1.7631663531358839 ftotinc != 5550 : -6.374769513069383E-4 ftotinc is missing : 0.004332076958562199 Class 7 (movedin=7) Decision Stump Classifications occ1950 = Demonstrators : 2.886981045261867 occ1950 != Demonstrators : -0.025325227962289743 occ1950 is missing : 0.03950452269182542 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 15250 : 1.7872745482803383 ftotinc != 15250 : -0.010909813387480803 ftotinc is missing : -0.002296283792983131 Iteration 39 Class 1 (movedin=1) Decision Stump Classifications occ1950 = Policemen_and_detectives : 1.2807629441690074 occ1950 != Policemen_and_detectives : -0.04696565798654678 occ1950 is missing : 0.04887138564847493 Class 2 (movedin=2) Decision Stump Classifications relateg = Other_non-relatives : 0.5652516964661647 relateg != Other_non-relatives : -0.014689048064008576 relateg is missing : -3.1879707289970234E-4 Class 3 (movedin=3) Decision Stump Classifications hrswork2 = 30-34_hours : -0.7237356761238406 hrswork2 != 30-34_hours : 0.029898539176666978 hrswork2 is missing : 0.0025836250412302566 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 30650 : 2.9999999999999996 ftotinc != 30650 : -0.0015371358531480952 ftotinc is missing : 4.1444284325179706E-4 Class 5 (movedin=5) Decision Stump Classifications poverty = 220 : 1.7871672521174065 poverty != 220 : -0.0030003987884436316 poverty is missing : 0.0016217375425513648 Class 6 (movedin=6) Decision Stump Classifications ftotinc = 18550 : -1.6586425397797642 ftotinc != 18550 : 0.007378508466302397 ftotinc is missing : 0.002120161544665675 Class 7 (movedin=7) Decision Stump Classifications inctot = 3950 : 1.869507711020911 inctot != 3950 : -0.005394345360798254 inctot is missing : 0.00583920342956743 Class 8 (movedin=9) Decision Stump Classifications age = 6 : 0.6489781457497804 age != 6 : -0.03709334506920325 age is missing : -0.01377224383092427 Iteration 40 Class 1 (movedin=1) Decision Stump Classifications rent = 260 : 1.8752601692181254 rent != 260 : -0.0030850118237112207 rent is missing : 4.4127424531139166E-4 Class 2 (movedin=2) Decision Stump Classifications inctot = 9650 : 2.0161605388278523 inctot != 9650 : -0.0048195906881025865 inctot is missing : -0.001090665710619387 Class 3 (movedin=3) Decision Stump Classifications tranwork = Railroad : 2.7329965905387916 tranwork != Railroad : -0.018358016188857754 tranwork is missing : 2.2047859350723506E-4 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 23350 : 1.6523135170259418 ftotinc != 23350 : -0.0034857631593842083 ftotinc is missing : 6.00514284127648E-5 Class 5 (movedin=5) Decision Stump Classifications poverty = 398 : 2.0787203229634033 poverty != 398 : -6.266353230528093E-4 poverty is missing : 0.003214951513739455 Class 6 (movedin=6) Decision Stump Classifications bplg = Alabama : -1.3084691323928306 bplg != Alabama : 0.005234789019857183 bplg is missing : -0.0014644116315456165 Class 7 (movedin=7) Decision Stump Classifications ind1950 = Misc_chemicals_and_allied_products : 1.7676503532736056 ind1950 != Misc_chemicals_and_allied_products : -0.025912730984535927 ind1950 is missing : 0.017037158938082764 Class 8 (movedin=9) Decision Stump Classifications poverty = 120 : 2.601033665115133 poverty != 120 : -0.0028251237667998416 poverty is missing : 0.003086323860220673 Iteration 41 Class 1 (movedin=1) Decision Stump Classifications bplg = Iowa : -0.7220232747549408 bplg != Iowa : 0.008929252960951555 bplg is missing : -4.095126695807821E-4 Class 2 (movedin=2) Decision Stump Classifications poverty = 436 : 1.9150301846925646 poverty != 436 : -0.005066505589104631 poverty is missing : -0.001361387234376689 Class 3 (movedin=3) Decision Stump Classifications ftotinc = 9150 : -1.211306515140578 ftotinc != 9150 : 0.006888024491213542 ftotinc is missing : -8.626225548627782E-4 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 3650 : -1.1903613328105023 ftotinc != 3650 : 0.004366049944810446 ftotinc is missing : -4.779534057793497E-4 Class 5 (movedin=5) Decision Stump Classifications relateg = Parent : -1.0333198052349137 relateg != Parent : 0.010038111893612617 relateg is missing : 0.002173468286683402 Class 6 (movedin=6) Decision Stump Classifications incwelfr = 1850 : -1.7958331414453836 incwelfr != 1850 : 0.00585293610957935 incwelfr is missing : 0.001056592075633546 Class 7 (movedin=7) Decision Stump Classifications poverty = 77 : 2.158189863445904 poverty != 77 : -0.010702090513857726 poverty is missing : -0.0010233958303707581 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 7350 : 1.3448118682243988 ftotinc != 7350 : -0.009968881276549326 ftotinc is missing : 0.0015140642135395824 Iteration 42 Class 1 (movedin=1) Decision Stump Classifications rent = 165 : 0.6449781593024098 rent != 165 : -0.009763363703316161 rent is missing : -2.161122454708537E-4 Class 2 (movedin=2) Decision Stump Classifications poverty = 300 : 1.1800127417532316 poverty != 300 : -0.006590615317069318 poverty is missing : -5.437040214597877E-4 Class 3 (movedin=3) Decision Stump Classifications rent = 150 : -0.7281292126807651 rent != 150 : 0.012077830701838165 rent is missing : -7.631215008034023E-4 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 25950 : 2.323880724401232 ftotinc != 25950 : -0.0028873633432107263 ftotinc is missing : -4.285293284430452E-4 Class 5 (movedin=5) Decision Stump Classifications ftotinc = 16550 : -1.4072845248538068 ftotinc != 16550 : 0.006055627459955989 ftotinc is missing : 3.6926266033172737E-4 Class 6 (movedin=6) Decision Stump Classifications incss = 1850 : 1.1147290215761216 incss != 1850 : -0.007894888258458126 incss is missing : 2.9849592268679564E-4 Class 7 (movedin=7) Decision Stump Classifications poverty = 433 : 2.8091085408729164 poverty != 433 : -0.007793985462593019 poverty is missing : -3.831433467463073E-4 Class 8 (movedin=9) Decision Stump Classifications incother = 650 : 2.1946362084190825 incother != 650 : -0.0026480804189870618 incother is missing : 0.004276708012991537 Iteration 43 Class 1 (movedin=1) Decision Stump Classifications poverty = 263 : 2.344707858299211 poverty != 263 : -0.0029305973051591675 poverty is missing : -3.385871637743255E-4 Class 2 (movedin=2) Decision Stump Classifications incss = 1850 : 1.854703975106424 incss != 1850 : -0.004454275993981451 incss is missing : -4.90561975283815E-4 Class 3 (movedin=3) Decision Stump Classifications poverty = 223 : 1.738888966144107 poverty != 223 : -0.007066509118142431 poverty is missing : -0.001203923163381759 Class 4 (movedin=4) Decision Stump Classifications poverty = 336 : 1.5835560602458394 poverty != 336 : -0.003246289567163031 poverty is missing : 3.9242105174307456E-4 Class 5 (movedin=5) Decision Stump Classifications yngch = 47 : 3.0 yngch != 47 : -0.003768982663227651 yngch is missing : -0.001158422538812854 Class 6 (movedin=6) Decision Stump Classifications eldch = 37 : 2.0214923728659766 eldch != 37 : -0.003813627133882573 eldch is missing : 5.163429228200009E-4 Class 7 (movedin=7) Decision Stump Classifications incbus = 1750 : 3.0 incbus != 1750 : 9.325966403470854E-4 incbus is missing : 0.007448776116178868 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 5350 : 2.095676514938111 ftotinc != 5350 : -0.00928165986536201 ftotinc is missing : -0.0021601547959841216 Iteration 44 Class 1 (movedin=1) Decision Stump Classifications gqtypeg = Mental_institutions : -2.8199743851429373 gqtypeg != Mental_institutions : 0.0019009704583450252 gqtypeg is missing : -2.425994846643739E-4 Class 2 (movedin=2) Decision Stump Classifications ind1950 = Railroads_and_railway : 1.879291923324206 ind1950 != Railroads_and_railway : -0.018523745606893696 ind1950 is missing : 0.014020902836894809 Class 3 (movedin=3) Decision Stump Classifications poverty = 348 : 1.8711162621256159 poverty != 348 : -0.006547340833749959 poverty is missing : -0.0012713074683100782 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 18650 : -1.415572113800536 ftotinc != 18650 : 0.003059743140348285 ftotinc is missing : -9.685693822963444E-4 Class 5 (movedin=5) Decision Stump Classifications hrswork2 = 15-29_hours : -0.4674841947383697 hrswork2 != 15-29_hours : 0.018037957366674514 hrswork2 is missing : 0.017451479142960424 Class 6 (movedin=6) Decision Stump Classifications poverty = 136 : 2.2978917101900236 poverty != 136 : -0.0029075939455171125 poverty is missing : 8.304257931147365E-4 Class 7 (movedin=7) Decision Stump Classifications ftotinc = 4650 : 2.4833425623066767 ftotinc != 4650 : -0.0030833903651375353 ftotinc is missing : 0.004708300333149392 Class 8 (movedin=9) Decision Stump Classifications age = 9 : 0.5881366119674465 age != 9 : -0.027927017164760974 age is missing : -0.0031364076875484877 Iteration 45 Class 1 (movedin=1) Decision Stump Classifications raceg = Chinese : 0.9036042595033807 raceg != Chinese : -0.006872151812587971 raceg is missing : -2.628458339938784E-4 Class 2 (movedin=2) Decision Stump Classifications rent = 270 : 3.0 rent != 270 : -0.0038384967697492095 rent is missing : -0.0015061240696836124 Class 3 (movedin=3) Decision Stump Classifications bplg = Oklahoma : -0.8678730402016691 bplg != Oklahoma : 0.009641037853489784 bplg is missing : -9.621656428513475E-4 Class 4 (movedin=4) Decision Stump Classifications ind1950 = Pulp_paper_and_paper-board_mills : 3.0 ind1950 != Pulp_paper_and_paper-board_mills : -0.008648448347625175 ind1950 is missing : 0.0058549361011546305 Class 5 (movedin=5) Decision Stump Classifications relateg = Other_non-relatives : -0.7432447549398961 relateg != Other_non-relatives : 0.013427771534387505 relateg is missing : 0.0031584875642813024 Class 6 (movedin=6) Decision Stump Classifications ftotinc = 21050 : 1.719974248581554 ftotinc != 21050 : -0.006089242619772691 ftotinc is missing : -0.0011002814169411095 Class 7 (movedin=7) Decision Stump Classifications occ1950 = Linemen_and_servicemen_telegraph_telephone_540_power : 2.615648582571633 occ1950 != Linemen_and_servicemen_telegraph_telephone_540_power : -0.011786135159864071 occ1950 is missing : 0.006718357450931359 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 8350 : 2.3622285824367255 ftotinc != 8350 : -0.005268356549781639 ftotinc is missing : 8.831438651978823E-4 Iteration 46 Class 1 (movedin=1) Decision Stump Classifications ftotinc = 850 : 1.4221843192997012 ftotinc != 850 : -0.004443387084309964 ftotinc is missing : -3.175908917571973E-4 Class 2 (movedin=2) Decision Stump Classifications poverty = 188 : 1.4221287752991223 poverty != 188 : -0.004839252667425443 poverty is missing : 3.308452331914525E-5 Class 3 (movedin=3) Decision Stump Classifications educrec = Grade_11 : -0.3834633897291303 educrec != Grade_11 : 0.02766446414208667 educrec is missing : -0.14744608373067813 Class 4 (movedin=4) Decision Stump Classifications inctot = 18450 : 2.666754151010401 inctot != 18450 : -0.0025711424252428832 inctot is missing : -4.371689378921755E-4 Class 5 (movedin=5) Decision Stump Classifications ind1950 = Misc_paper_and_pulp_products : 2.2913762682202585 ind1950 != Misc_paper_and_pulp_products : -7.579906466938605E-4 ind1950 is missing : -0.00821827136978642 Class 6 (movedin=6) Decision Stump Classifications migrat5g = Same_house : 0.02382546286278438 migrat5g != Same_house : -0.4098299157421373 migrat5g is missing : -0.07270409043569945 Class 7 (movedin=7) Decision Stump Classifications incother = 6950 : 2.9999999999999996 incother != 6950 : -0.004990007986888726 incother is missing : 0.0010828155510584222 Class 8 (movedin=9) Decision Stump Classifications famsize = 10 : 0.9437296517047261 famsize != 10 : -0.015133631441644063 famsize is missing : 3.11089595916237E-4 Iteration 47 Class 1 (movedin=1) Decision Stump Classifications ftotinc = 14950 : 2.526202442792952 ftotinc != 14950 : -0.00560984240644002 ftotinc is missing : -0.0033300448916878237 Class 2 (movedin=2) Decision Stump Classifications rent = 73 : 2.91280036249673 rent != 73 : -0.006583001044317446 rent is missing : -0.004201108904841594 Class 3 (movedin=3) Decision Stump Classifications ftotinc = 3050 : 0.993566785515731 ftotinc != 3050 : -0.013115400506833581 ftotinc is missing : -0.004121989981691731 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 32050 : 2.5644580705301547 ftotinc != 32050 : -9.107160625223338E-4 ftotinc is missing : 0.0013098299306220729 Class 5 (movedin=5) Decision Stump Classifications famsize = 3 : -0.19342769443112728 famsize != 3 : 0.04939436153402232 famsize is missing : 0.010764883913742761 Class 6 (movedin=6) Decision Stump Classifications ind1950 = Security_and_commodity_brokerage_and_invest_companies : 2.5637224964967786 ind1950 != Security_and_commodity_brokerage_and_invest_companies : -0.00542931277823224 ind1950 is missing : -0.009231799589258757 Class 7 (movedin=7) Decision Stump Classifications yngch = 33 : 2.9871251382451973 yngch != 33 : 0.0027809461039624062 yngch is missing : 0.008901007757242063 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 13050 : 1.2623239601547886 ftotinc != 13050 : -0.012508241940583207 ftotinc is missing : -7.83368700129561E-4 Iteration 48 Class 1 (movedin=1) Decision Stump Classifications poverty = 429 : -1.8119541141213733 poverty != 429 : 8.227449139780314E-4 poverty is missing : -0.0023456002457119952 Class 2 (movedin=2) Decision Stump Classifications famsize = 6 : 0.25523938528548296 famsize != 6 : -0.0299422767341872 famsize is missing : -0.003114787627164643 Class 3 (movedin=3) Decision Stump Classifications ftotinc = 22450 : 2.8716396426680912 ftotinc != 22450 : -0.00669080396546145 ftotinc is missing : -0.003598159127271048 Class 4 (movedin=4) Decision Stump Classifications bplg = Spain : 2.782129311738469 bplg != Spain : -2.510472220348602E-4 bplg is missing : 0.0017700458015770587 Class 5 (movedin=5) Decision Stump Classifications occ1950 = Housekeepers_private_household : 1.5754649924999244 occ1950 != Housekeepers_private_household : 0.004090143040440877 occ1950 is missing : -0.015498667507386413 Class 6 (movedin=6) Decision Stump Classifications incwage = 2950 : 1.8386343959187668 incwage != 2950 : -0.0014858927615442514 incwage is missing : 0.0033558352816597356 Class 7 (movedin=7) Decision Stump Classifications poverty = 209 : 2.8796654292522192 poverty != 209 : -0.0017723882930089413 poverty is missing : 0.004384539866474793 Class 8 (movedin=9) Decision Stump Classifications ownershg = Owned_or_being_bought_(loan) : 0.07586268870890836 ownershg != Owned_or_being_bought_(loan) : -0.14829650936160316 ownershg is missing : -1.0877608908536798 Iteration 49 Class 1 (movedin=1) Decision Stump Classifications incwage = 10550 : -1.8806013293218669 incwage != 10550 : -0.001214710841626972 incwage is missing : -0.004271093789377214 Class 2 (movedin=2) Decision Stump Classifications ftotinc = 17050 : 1.4797285117491783 ftotinc != 17050 : -0.007252436610273164 ftotinc is missing : -0.0025408522567415457 Class 3 (movedin=3) Decision Stump Classifications poverty = 88 : 2.7081954869580156 poverty != 88 : -0.0050687612380506735 poverty is missing : -0.0018219919230381971 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 8550 : 0.8663223777505511 ftotinc != 8550 : -0.006457031432174972 ftotinc is missing : 2.784471186636382E-5 Class 5 (movedin=5) Decision Stump Classifications age = 62 : -0.9724274556160034 age != 62 : 0.012363432205723772 age is missing : 0.00403584714443261 Class 6 (movedin=6) Decision Stump Classifications age = 75 : -1.3287804895412543 age != 75 : 0.01142080712455409 age is missing : 0.004797974603803625 Class 7 (movedin=7) Decision Stump Classifications poverty = 384 : 2.5375983521537138 poverty != 384 : -0.0036004344060939675 poverty is missing : 0.0032865232051928627 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 50000 : -1.1546895877699013 ftotinc != 50000 : 0.013706158767238576 ftotinc is missing : 9.874228615423533E-4 Iteration 50 Class 1 (movedin=1) Decision Stump Classifications marst = Widowed : -0.3336128689602504 marst != Widowed : 0.01638688136718364 marst is missing : -0.0010730323420242614 Class 2 (movedin=2) Decision Stump Classifications incwage = 6250 : 2.183607628537484 incwage != 6250 : -0.005443076143433436 incwage is missing : -0.0022768878065536143 Class 3 (movedin=3) Decision Stump Classifications bplg = Pacific_Islands : 2.8574270052955684 bplg != Pacific_Islands : -0.0048524136700003025 bplg is missing : -0.001915794065619295 Class 4 (movedin=4) Decision Stump Classifications poverty = 330 : 1.5803747366985204 poverty != 330 : -0.003562533607195225 poverty is missing : -2.8701418524166107E-5 Class 5 (movedin=5) Decision Stump Classifications nchlt5 = 0 : 0.025890892722422894 nchlt5 != 0 : -0.3611340693841729 nchlt5 is missing : 0.0029574719635045653 Class 6 (movedin=6) Decision Stump Classifications ftotinc = 9050 : -1.068892870933315 ftotinc != 9050 : 0.010751535045427417 ftotinc is missing : 0.002810823191860272 Class 7 (movedin=7) Decision Stump Classifications age = 65 : 0.9937353123620585 age != 65 : -0.019810156178516215 age is missing : -0.0024030689924752356 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 37150 : 3.0 ftotinc != 37150 : -0.0020495932143815227 ftotinc is missing : 0.002378198268867803 Iteration 51 Class 1 (movedin=1) Decision Stump Classifications chborn = 8 : 1.7240398246763549 chborn != 8 : 0.026706136423673206 chborn is missing : -0.02338849579228828 Class 2 (movedin=2) Decision Stump Classifications incbus = 9050 : 2.947750291001396 incbus != 9050 : -0.004100196491244144 incbus is missing : -0.0017612298096254394 Class 3 (movedin=3) Decision Stump Classifications eldch = 15 : 0.6741942912040426 eldch != 15 : -0.014366533892675363 eldch is missing : -0.0017644502639257227 Class 4 (movedin=4) Decision Stump Classifications ncouples = 2 : 0.7448113963671866 ncouples != 2 : -0.010016001382193076 ncouples is missing : -0.0022315386010757676 Class 5 (movedin=5) Decision Stump Classifications age = 64 : -0.9183862981487386 age != 64 : 0.01005241695906317 age is missing : 0.0016150189832393436 Class 6 (movedin=6) Decision Stump Classifications ind1950 = State_public_administration : 1.6683653674751406 ind1950 != State_public_administration : -0.011321505671135657 ind1950 is missing : 0.020374500302826812 Class 7 (movedin=7) Decision Stump Classifications nchlt5 = 0 : 0.02769067821181555 nchlt5 != 0 : -0.6011310362658302 nchlt5 is missing : -0.0020350285360368754 Class 8 (movedin=9) Decision Stump Classifications incbus = 3450 : 2.9794966463506074 incbus != 3450 : 0.007197425525991073 incbus is missing : 0.011605065989324233 Iteration 52 Class 1 (movedin=1) Decision Stump Classifications ftotinc = 22350 : 1.9977093511777684 ftotinc != 22350 : -0.0038993592185251925 ftotinc is missing : -0.0011356811537572566 Class 2 (movedin=2) Decision Stump Classifications poverty = 428 : 1.5508302852425977 poverty != 428 : -0.0061122858194696175 poverty is missing : -0.0016489095556254196 Class 3 (movedin=3) Decision Stump Classifications occ1950 = Telephone_operators : 1.8269501793356977 occ1950 != Telephone_operators : -0.0029211651061467913 occ1950 is missing : -0.012059035282680508 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 37650 : 2.346515772122224 ftotinc != 37650 : -0.0018301402506786348 ftotinc is missing : 5.696764974213624E-4 Class 5 (movedin=5) Decision Stump Classifications inctot = 4450 : -1.697625146381998 inctot != 4450 : 0.004695958767886923 inctot is missing : 2.8402580651060096E-4 Class 6 (movedin=6) Decision Stump Classifications ftotinc = 21150 : 1.6877512162692572 ftotinc != 21150 : -3.840209850776779E-4 ftotinc is missing : 0.004512846563943899 Class 7 (movedin=7) Decision Stump Classifications ind1950 = Crude_petroleum_and_natural_gas_extraction : 2.2621221806967142 ind1950 != Crude_petroleum_and_natural_gas_extraction : -0.013410964674711343 ind1950 is missing : -0.008414938140815932 Class 8 (movedin=9) Decision Stump Classifications incss = 1950 : 2.961144604003232 incss != 1950 : 2.9551831207863603E-4 incss is missing : 0.004718967040299336 Iteration 53 Class 1 (movedin=1) Decision Stump Classifications migplac5 = Montana : -2.553866667647675 migplac5 != Montana : 0.044551558016400476 migplac5 is missing : -0.006795448891640247 Class 2 (movedin=2) Decision Stump Classifications occ1950 = Testing-technicians : 1.607079199447285 occ1950 != Testing-technicians : -0.010929290295335889 occ1950 is missing : -1.1844523592986352E-4 Class 3 (movedin=3) Decision Stump Classifications poverty = 385 : 2.558277136473165 poverty != 385 : -0.0042160703723219065 poverty is missing : -9.77374291035942E-4 Class 4 (movedin=4) Decision Stump Classifications poverty = 314 : 2.6643268970754885 poverty != 314 : -0.0027221769802503615 poverty is missing : -6.131821497770691E-4 Class 5 (movedin=5) Decision Stump Classifications bplg = Ireland : 2.311071301698902 bplg != Ireland : -0.002149773605873948 bplg is missing : 0.0011572401603276378 Class 6 (movedin=6) Decision Stump Classifications incwage = 9150 : 1.8498807735380294 incwage != 9150 : -0.0039424109018102735 incwage is missing : 4.0959421254749555E-4 Class 7 (movedin=7) Decision Stump Classifications bplg = Germany : -1.20774911741839 bplg != Germany : 0.01542988664518099 bplg is missing : 0.0014276285550192764 Class 8 (movedin=9) Decision Stump Classifications incbus = 2050 : 2.896867055352713 incbus != 2050 : 1.0123387085985158E-4 incbus is missing : 0.004499658204896177 Iteration 54 Class 1 (movedin=1) Decision Stump Classifications bplg = Montana : 1.337445246663858 bplg != Montana : -0.005029439493199721 bplg is missing : -8.06610677941678E-4 Class 2 (movedin=2) Decision Stump Classifications inctot = 8450 : 1.4043796081019535 inctot != 8450 : -0.005272483498768352 inctot is missing : -5.190861589495198E-4 Class 3 (movedin=3) Decision Stump Classifications poverty = 76 : 1.9125122413745201 poverty != 76 : -0.005120716409490151 poverty is missing : -8.788529595133995E-4 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 26750 : 2.770864111167493 ftotinc != 26750 : -0.0016541421815768772 ftotinc is missing : 3.477777703656351E-4 Class 5 (movedin=5) Decision Stump Classifications ftotinc = 13750 : 1.2284750031059835 ftotinc != 13750 : -0.006089988371194861 ftotinc is missing : 0.0013684388960849214 Class 6 (movedin=6) Decision Stump Classifications poverty = 446 : 2.962140226125053 poverty != 446 : -0.0023770731280553827 poverty is missing : 3.456793515385774E-4 Class 7 (movedin=7) Decision Stump Classifications ftotinc = 23350 : 1.8425699429253 ftotinc != 23350 : -0.010568982619489938 ftotinc is missing : -0.0014890706862015404 Class 8 (movedin=9) Decision Stump Classifications migplac5 = Michigan : 2.629285540937569 migplac5 != Michigan : -1.0036536852275921 migplac5 is missing : -3.839819669121374E-4 Iteration 55 Class 1 (movedin=1) Decision Stump Classifications famsize = 12 : 2.5374804241475597 famsize != 12 : -0.001019078060730932 famsize is missing : 0.0011243395793122057 Class 2 (movedin=2) Decision Stump Classifications poverty = 294 : 2.1662911929327815 poverty != 294 : -0.0037103780927660976 poverty is missing : -6.488130469273965E-4 Class 3 (movedin=3) Decision Stump Classifications migplac5 = Iowa : 2.3656014708113404 migplac5 != Iowa : -0.014616716659794119 migplac5 is missing : -0.0028576275414045993 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 31450 : 3.0 ftotinc != 31450 : -0.001809291252372291 ftotinc is missing : 3.82200892892182E-5 Class 5 (movedin=5) Decision Stump Classifications rent = 175 : -1.793680712286578 rent != 175 : 0.0035423534372163693 rent is missing : -5.428026088823612E-4 Class 6 (movedin=6) Decision Stump Classifications ftotinc = 3050 : -1.2521271145172126 ftotinc != 3050 : 0.006963064071190289 ftotinc is missing : 5.859432242403054E-4 Class 7 (movedin=7) Decision Stump Classifications incother = 6050 : 1.9467082433913625 incother != 6050 : -0.008840621698340679 incother is missing : -2.0029326546973445E-4 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 37150 : 3.0 ftotinc != 37150 : -0.004218707907445608 ftotinc is missing : -2.800397535885876E-5 Iteration 56 Class 1 (movedin=1) Decision Stump Classifications bplg = Norway : -1.964340609366082 bplg != Norway : 0.002105238746373781 bplg is missing : -6.223323380466181E-4 Class 2 (movedin=2) Decision Stump Classifications ftotinc = 13050 : 0.9869288254581213 ftotinc != 13050 : -0.006796705727622326 ftotinc is missing : -5.7361806843812894E-5 Class 3 (movedin=3) Decision Stump Classifications poverty = 65 : 1.845224028748323 poverty != 65 : -0.004171552057187903 poverty is missing : 1.893121769555044E-4 Class 4 (movedin=4) Decision Stump Classifications incwage = 13850 : 2.60825716955982 incwage != 13850 : -0.0020883489224809816 incwage is missing : 1.636246304261746E-5 Class 5 (movedin=5) Decision Stump Classifications incother = 12050 : 2.3269868328054413 incother != 12050 : -0.0031646901373180393 incother is missing : -7.105436385755707E-5 Class 6 (movedin=6) Decision Stump Classifications inctot = 8550 : 1.3093110306110411 inctot != 8550 : -0.006286078785561568 inctot is missing : 6.201246556679127E-5 Class 7 (movedin=7) Decision Stump Classifications incss = 1150 : 1.091270095186784 incss != 1150 : -0.016498514889563606 incss is missing : -9.99868157824149E-4 Class 8 (movedin=9) Decision Stump Classifications poverty = 294 : 1.9693198761459398 poverty != 294 : -0.00341989110084978 poverty is missing : 0.0032874215881024 Iteration 57 Class 1 (movedin=1) Decision Stump Classifications relateg = Parent : 0.7848644228784821 relateg != Parent : -0.007763894889039013 relateg is missing : -2.9526579142900584E-4 Class 2 (movedin=2) Decision Stump Classifications bplg = Czechoslovakia : 2.122099726761617 bplg != Czechoslovakia : -0.003783000326595466 bplg is missing : -7.251072863699337E-4 Class 3 (movedin=3) Decision Stump Classifications poverty = 222 : 1.8296178303983526 poverty != 222 : -0.005178223241589564 poverty is missing : -9.225510018619597E-4 Class 4 (movedin=4) Decision Stump Classifications occ1950 = Decorators_and_window_dressers : 2.549340946424394 occ1950 != Decorators_and_window_dressers : -0.014987872665999814 occ1950 is missing : 0.013267404943676156 Class 5 (movedin=5) Decision Stump Classifications ftotinc = 25150 : -2.162344133884771 ftotinc != 25150 : 0.003995084124827606 ftotinc is missing : 7.010379128336518E-4 Class 6 (movedin=6) Decision Stump Classifications incbus = 250 : 1.912681075303142 incbus != 250 : -0.0017658275130342418 incbus is missing : 0.0023146566613919083 Class 7 (movedin=7) Decision Stump Classifications incwage = 7350 : 2.3305212315304358 incwage != 7350 : -0.008311216761455825 incwage is missing : -0.0010836825993818851 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 6750 : 1.4433606194102613 ftotinc != 6750 : -0.009362617607184142 ftotinc is missing : -6.762261006669936E-4 Iteration 58 Class 1 (movedin=1) Decision Stump Classifications ftotinc = 8550 : 0.8309550565510815 ftotinc != 8550 : -0.006635757368785827 ftotinc is missing : 2.8061757645259113E-5 Class 2 (movedin=2) Decision Stump Classifications migplac5 = Central_Africa : 2.561651592399789 migplac5 != Central_Africa : -9.8518443605284E-4 migplac5 is missing : -0.002703545005283174 Class 3 (movedin=3) Decision Stump Classifications poverty = 461 : 1.975752578248855 poverty != 461 : -0.004549569197863482 poverty is missing : -6.174680217147935E-4 Class 4 (movedin=4) Decision Stump Classifications poverty = 282 : 1.8536078951453963 poverty != 282 : -0.002690450439801749 poverty is missing : 2.092189736554695E-4 Class 5 (movedin=5) Decision Stump Classifications incwage = 13650 : 2.4376783910557074 incwage != 13650 : -0.0034449659369450106 incwage is missing : -6.100046853854072E-4 Class 6 (movedin=6) Decision Stump Classifications age = 13 : 0.6655488984571105 age != 13 : -0.011479172794098992 age is missing : 3.358068909564589E-4 Class 7 (movedin=7) Decision Stump Classifications poverty = 427 : 2.293935616410556 poverty != 427 : -0.004246315298661132 poverty is missing : 0.0028492155291152247 Class 8 (movedin=9) Decision Stump Classifications inctot = 8950 : 2.8877286118930123 inctot != 8950 : -0.00630018294727169 inctot is missing : -0.001968011894928648 Iteration 59 Class 1 (movedin=1) Decision Stump Classifications poverty = 351 : 1.3830192917480868 poverty != 351 : -0.004020238023682278 poverty is missing : -1.6848157139537118E-4 Class 2 (movedin=2) Decision Stump Classifications rent = 75 : 0.45820042877889744 rent != 75 : -0.014340547120246438 rent is missing : -7.774672770647865E-4 Class 3 (movedin=3) Decision Stump Classifications ftotinc = 24150 : 2.377251032908792 ftotinc != 24150 : -0.004849902089085806 ftotinc is missing : -0.0016156541976841414 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 28950 : 2.5793833218260915 ftotinc != 28950 : -0.0017680492028197417 ftotinc is missing : 3.03299978930893E-4 Class 5 (movedin=5) Decision Stump Classifications rent = 65 : 0.6507934819054042 rent != 65 : -0.00901627359370267 rent is missing : 0.0016794500737406352 Class 6 (movedin=6) Decision Stump Classifications poverty = 150 : 2.8806286682771676 poverty != 150 : -0.0030703871281642335 poverty is missing : -3.5118453390096656E-4 Class 7 (movedin=7) Decision Stump Classifications poverty = 48 : 2.7004496191135683 poverty != 48 : -0.006864786029350484 poverty is missing : -8.443793668063045E-4 Class 8 (movedin=9) Decision Stump Classifications bplg = Austria : 2.8899215046978517 bplg != Austria : -0.0018088705644193656 bplg is missing : 0.002500553741194026 Iteration 60 Class 1 (movedin=1) Decision Stump Classifications poploc = 3 : 1.7095572443312275 poploc != 3 : -0.0023865585018308004 poploc is missing : 9.13265198018499E-4 Class 2 (movedin=2) Decision Stump Classifications inctot = 12350 : 1.961387359270657 inctot != 12350 : -0.004329381589262416 inctot is missing : -0.0012778187327098535 Class 3 (movedin=3) Decision Stump Classifications poverty = 246 : 1.1859119099031545 poverty != 246 : -0.008521607417395988 poverty is missing : -0.0020816093200740327 Class 4 (movedin=4) Decision Stump Classifications bplg = South_Dakota : -1.2642099949495418 bplg != South_Dakota : 0.00440082935455522 bplg is missing : 3.176552869768398E-4 Class 5 (movedin=5) Decision Stump Classifications sei = 36 : -1.7017221873578519 sei != 36 : 0.0036985036646641637 sei is missing : -3.095823578588548E-4 Class 6 (movedin=6) Decision Stump Classifications poverty = 381 : 2.4639198154706614 poverty != 381 : -0.002672388170337025 poverty is missing : 4.481331058459594E-4 Class 7 (movedin=7) Decision Stump Classifications bplg = Italy : -1.3336998092795327 bplg != Italy : 0.011628463904036792 bplg is missing : -3.2334986562015586E-4 Class 8 (movedin=9) Decision Stump Classifications ind1950 = Food_stores_except_dairy : 0.8254512499535676 ind1950 != Food_stores_except_dairy : -0.07590526771388499 ind1950 is missing : 0.001207831546780638 Iteration 61 Class 1 (movedin=1) Decision Stump Classifications poverty = 74 : 2.240402593916592 poverty != 74 : -0.001682026529624926 poverty is missing : 7.931865452956634E-4 Class 2 (movedin=2) Decision Stump Classifications sei = 40 : 2.056310443164146 sei != 40 : -0.0035741759728428225 sei is missing : -6.798407176298547E-4 Class 3 (movedin=3) Decision Stump Classifications poverty = 489 : 2.4692758033061364 poverty != 489 : -0.0041071948545440325 poverty is missing : -0.0010045291360626309 Class 4 (movedin=4) Decision Stump Classifications poverty = 63 : 1.8507327074474182 poverty != 63 : -0.003159001226971332 poverty is missing : -3.796165568789039E-4 Class 5 (movedin=5) Decision Stump Classifications poverty = 254 : -1.8183845043933968 poverty != 254 : 0.003610024960637721 poverty is missing : -1.3410284176712116E-4 Class 6 (movedin=6) Decision Stump Classifications eldch = 7 : -1.0786644481455474 eldch != 7 : 0.008575581843497023 eldch is missing : 0.0012821910402687976 Class 7 (movedin=7) Decision Stump Classifications incss = 950 : 1.058388186845168 incss != 950 : -0.01566960243255507 incss is missing : -3.494178544359139E-4 Class 8 (movedin=9) Decision Stump Classifications poverty = 358 : 2.9972878115554114 poverty != 358 : -0.004342658387088532 poverty is missing : -1.6194521236608862E-4 Iteration 62 Class 1 (movedin=1) Decision Stump Classifications poverty = 97 : 1.5309943753844137 poverty != 97 : -0.00413638937857445 poverty is missing : -6.789586277944035E-4 Class 2 (movedin=2) Decision Stump Classifications yngch = 16 : -1.1329122323413414 yngch != 16 : 0.005341682098988046 yngch is missing : 1.6466955928216164E-4 Class 3 (movedin=3) Decision Stump Classifications migplac5 = Georgia : 2.2556575407847093 migplac5 != Georgia : -0.01485968878233343 migplac5 is missing : -0.001477035155179991 Class 4 (movedin=4) Decision Stump Classifications eldch = 23 : 0.9816044683105585 eldch != 23 : -0.004823326920413002 eldch is missing : 4.44842443183743E-4 Class 5 (movedin=5) Decision Stump Classifications poverty = 151 : -1.6251368374816701 poverty != 151 : 0.003909245350641778 poverty is missing : -2.8598132400011015E-4 Class 6 (movedin=6) Decision Stump Classifications ftotinc = 49150 : 2.4247066161224695 ftotinc != 49150 : -0.0033535518699278704 ftotinc is missing : -3.38848224839019E-4 Class 7 (movedin=7) Decision Stump Classifications age = 45 : -1.1247553351761639 age != 45 : 0.014276918912573263 age is missing : 1.4069057803773731E-4 Class 8 (movedin=9) Decision Stump Classifications occ1950 = Social_and_welfare_workers_except_group : 2.912629986008361 occ1950 != Social_and_welfare_workers_except_group : -0.03860043970329153 occ1950 is missing : 0.0057502772187754195 Iteration 63 Class 1 (movedin=1) Decision Stump Classifications incother = 2450 : 1.6798409902803153 incother != 2450 : -0.0025516535657717507 incother is missing : 6.245542227966409E-4 Class 2 (movedin=2) Decision Stump Classifications poverty = 7 : 2.531814482209528 poverty != 7 : -0.003248087721732828 poverty is missing : -9.867662909264737E-4 Class 3 (movedin=3) Decision Stump Classifications ind1950 = Educational_services : 0.3779135844183207 ind1950 != Educational_services : -0.03940407864765834 ind1950 is missing : 2.4494793023769885E-4 Class 4 (movedin=4) Decision Stump Classifications ftotinc = 650 : 1.584258836217967 ftotinc != 650 : -0.0038744302751397407 ftotinc is missing : -6.105893533233276E-4 Class 5 (movedin=5) Decision Stump Classifications poverty = 229 : 2.419536905820653 poverty != 229 : -0.002356240896392845 poverty is missing : 4.3955676528179336E-4 Class 6 (movedin=6) Decision Stump Classifications inctot = 6650 : -1.6376597711599292 inctot != 6650 : 0.006366092150660224 inctot is missing : 0.001972952517654701 Class 7 (movedin=7) Decision Stump Classifications ftotinc = 0 : 0.918648239069475 ftotinc != 0 : -0.02034045600704972 ftotinc is missing : -0.0028447387212598902 Class 8 (movedin=9) Decision Stump Classifications eldch = 21 : 1.75235849157129 eldch != 21 : -0.005779956643260059 eldch is missing : 0.0013045796589996434 Iteration 64 Class 1 (movedin=1) Decision Stump Classifications poverty = 280 : -1.4195703091823164 poverty != 280 : 0.0029698579759580637 poverty is missing : -6.107240852495821E-4 Class 2 (movedin=2) Decision Stump Classifications bplg = Idaho : 1.9822090027894521 bplg != Idaho : -0.0035341349671785044 bplg is missing : -6.1025378642048E-4 Class 3 (movedin=3) Decision Stump Classifications eldch = 32 : 2.1617833789620162 eldch != 32 : -0.004541947713252083 eldch is missing : -0.0010687400689621688 Class 4 (movedin=4) Decision Stump Classifications bplg = Wyoming : 1.540630359203252 bplg != Wyoming : -0.003898131075837177 bplg is missing : -5.293548089613896E-4 Class 5 (movedin=5) Decision Stump Classifications ftotinc = -09900 : 3.0 ftotinc != -09900 : -2.1679443140273493E-4 ftotinc is missing : 0.0019916864540830866 Class 6 (movedin=6) Decision Stump Classifications poverty = 134 : -1.4303885075113514 poverty != 134 : 0.005855741550768318 poverty is missing : 8.786735878017354E-4 Class 7 (movedin=7) Decision Stump Classifications inctot = 0 : -0.29374524937168955 inctot != 0 : 0.058978311568064025 inctot is missing : -5.491915474069061E-4 Class 8 (movedin=9) Decision Stump Classifications poverty = 414 : 2.955143998969919 poverty != 414 : -0.0030819641383427855 poverty is missing : 0.001076924730617549 Iteration 65 Class 1 (movedin=1) Decision Stump Classifications incwage = 2550 : -1.0705911164300264 incwage != 2550 : 0.004130812651194635 incwage is missing : -5.153967391335094E-4 Class 2 (movedin=2) Decision Stump Classifications inctot = 2750 : -1.3349922381280006 inctot != 2750 : 0.003652239373229537 inctot is missing : -0.0011111067665264913 Class 3 (movedin=3) Decision Stump Classifications incwage = 50 : -1.000012434737049 incwage != 50 : 0.007593813248030001 incwage is missing : -4.585994966210092E-4 Class 4 (movedin=4) Decision Stump Classifications migplac5 = Kansas : 1.8505444009389727 migplac5 != Kansas : -0.013660166307923374 migplac5 is missing : -0.0024036864940669127 Class 5 (movedin=5) Decision Stump Classifications age = 48 : 0.5206822266289005 age != 48 : -0.010621784916229773 age is missing : 0.002205918198123944 Class 6 (movedin=6) Decision Stump Classifications poverty = 257 : 2.8778780714994516 poverty != 257 : -0.0016081638542043753 poverty is missing : 8.575631782153006E-4 Class 7 (movedin=7) Decision Stump Classifications eldch = 32 : 1.8744584857023272 eldch != 32 : -0.010193364945479668 eldch is missing : -0.0013455626140378742 Class 8 (movedin=9) Decision Stump Classifications incwage = 8750 : 2.808350472895267 incwage != 8750 : -0.003825862790434668 incwage is missing : 5.565837814488802E-4 Iteration 66 Class 1 (movedin=1) Decision Stump Classifications ftotinc = 2550 : 0.9448344125617123 ftotinc != 2550 : -0.00610897586836817 ftotinc is missing : -9.537167254827547E-5 Class 2 (movedin=2) Decision Stump Classifications bplg = England : 0.7735744468699988 bplg != England : -0.008845377365317587 bplg is missing : -0.0014060961118664741 Class 3 (movedin=3) Decision Stump Classifications incwage = 1750 : 1.7704772201484198 incwage != 1750 : -0.004935195052628727 incwage is missing : -6.934176176508221E-4 Class 4 (movedin=4) Decision Stump Classifications rent = 162 : 2.4222846798179942 rent != 162 : -0.0020032707983874396 rent is missing : 1.0304975030569315E-4 Class 5 (movedin=5) Decision Stump Classifications poverty = 485 : -2.001227280729851 poverty != 485 : 0.0032081412716570847 poverty is missing : -6.149732951569383E-4 Class 6 (movedin=6) Decision Stump Classifications yngch = 32 : 2.02741121106944 yngch != 32 : -0.0013777250006762312 yngch is missing : 0.002559533239042636 Class 7 (movedin=7) Decision Stump Classifications eldch = 23 : 1.1206210952212212 eldch != 23 : -0.015169525622509863 eldch is missing : -4.07256113337014E-4 Class 8 (movedin=9) Decision Stump Classifications poverty = 465 : 2.984465954245597 poverty != 465 : -0.002772056401138221 poverty is missing : 0.0013253767176360585 Iteration 67 Class 1 (movedin=1) Decision Stump Classifications age = 22 : 0.4943711327915114 age != 22 : -0.010358600037862082 age is missing : 8.303577644046288E-5 Class 2 (movedin=2) Decision Stump Classifications poverty = 59 : 2.023442097432448 poverty != 59 : -0.004677713285986677 poverty is missing : -0.001696502968551339 Class 3 (movedin=3) Decision Stump Classifications occ1950 = Painters_except_construction_or_maintenance : 2.18119634698424 occ1950 != Painters_except_construction_or_maintenance : -0.005806906768336175 occ1950 is missing : -0.001563112520817823 Class 4 (movedin=4) Decision Stump Classifications occ1950 = Practical_nurses : 1.4994951917182036 occ1950 != Practical_nurses : -0.011791251168991178 occ1950 is missing : 0.007925602981231634 Class 5 (movedin=5) Decision Stump Classifications ftotinc = 24050 : 1.8077056172932107 ftotinc != 24050 : -0.00351589520823408 ftotinc is missing : 0.001042446180582958 Class 6 (movedin=6) Decision Stump Classifications inctot = 12650 : 1.5438179783560502 inctot != 12650 : -0.004418940164212385 inctot is missing : 2.5702251882665864E-4 Class 7 (movedin=7) Decision Stump Classifications poverty = 115 : 2.5011897165792814 poverty != 115 : -0.005432599037144767 poverty is missing : 0.0011157015617429527 Class 8 (movedin=9) Decision Stump Classifications poverty = 216 : 1.456168417728858 poverty != 216 : -0.008697406851362761 poverty is missing : -3.2241599065907837E-4 Iteration 68 Class 1 (movedin=1) Decision Stump Classifications ftotinc = 35250 : 2.47162745133512 ftotinc != 35250 : -7.318424875163112E-4 ftotinc is missing : 0.0012391669428475495 Class 2 (movedin=2) Decision Stump Classifications poverty = 309 : 1.6974614404061001 poverty != 309 : -0.0028424331773853743 poverty is missing : 5.575457420817024E-4 Class 3 (movedin=3) Decision Stump Classifications poverty = 83 : 1.3838987223591244 poverty != 83 : -0.005756404038385571 poverty is missing : -3.7688396797082015E-4 Class 4 (movedin=4) Decision Stump Classifications rent = 73 : 2.59162047535946 rent != 73 : -0.0028575823710290716 rent is missing : -8.983778259111634E-4 Class 5 (movedin=5) Decision Stump Classifications migrat5g = Same_house : 0.017883526816479443 migrat5g != Same_house : -0.35710305477801935 migrat5g is missing : -0.4650871431475642 Class 6 (movedin=6) Decision Stump Classifications poverty = 495 : 1.4312533317520535 poverty != 495 : -0.004211540857799899 poverty is missing : 6.130992140592061E-4 Class 7 (movedin=7) Decision Stump Classifications poverty = 8 : 2.3057022457444685 poverty != 8 : -0.008590722210587562 poverty is missing : -0.001680838262683715 Class 8 (movedin=9) Decision Stump Classifications poverty = 346 : 1.9002741140974067 poverty != 346 : -0.009795978234620554 poverty is missing : -0.003348628113898085 Iteration 69 Class 1 (movedin=1) Decision Stump Classifications inctot = 3250 : 0.96384480072707 inctot != 3250 : -0.007894072064138564 inctot is missing : -0.002823000204615193 Class 2 (movedin=2) Decision Stump Classifications rent = 125 : 0.42245508193835846 rent != 125 : -0.015650466435042483 rent is missing : -0.001972902966333182 Class 3 (movedin=3) Decision Stump Classifications incwage = 35050 : 2.2080433631573952 incwage != 35050 : -0.006020644709277456 incwage is missing : -0.0026609851688995808 Class 4 (movedin=4) Decision Stump Classifications eldch = 5 : 0.6122219132370645 eldch != 5 : -0.007535069625524334 eldch is missing : 6.877809216662321E-4 Class 5 (movedin=5) Decision Stump Classifications poverty = 373 : 2.1990165272563615 poverty != 373 : -0.006194545433232022 poverty is missing : -0.0031906564405245297 Class 6 (movedin=6) Decision Stump Classifications migplac5 = Alaska : 2.778448792427718 migplac5 != Alaska : -0.6237707595940304 migplac5 is missing : 0.010972521458244025 Class 7 (movedin=7) Decision Stump Classifications age = 71 : 0.9437650043954805 age != 71 : -0.011537461053983445 age is missing : 0.00545880542324193 Class 8 (movedin=9) Decision Stump Classifications poverty = 296 : 1.7506965753700838 poverty != 296 : -0.006497176186854038 poverty is missing : 4.8423433427592833E-4 Iteration 70 Class 1 (movedin=1) Decision Stump Classifications poverty = 417 : -1.6424607982551134 poverty != 417 : 0.003082964354232822 poverty is missing : -3.195691456135574E-4 Class 2 (movedin=2) Decision Stump Classifications rent = 120 : 0.5474561710310731 rent != 120 : -0.013598056426291593 rent is missing : -0.0030959473076857345 Class 3 (movedin=3) Decision Stump Classifications poverty = 28 : 1.667485790098655 poverty != 28 : -0.006180209529518878 poverty is missing : -0.001752912501149345 Class 4 (movedin=4) Decision Stump Classifications inctot = 2950 : 1.1149595856366545 inctot != 2950 : -0.005449545901324022 inctot is missing : -9.612656794778384E-4 Class 5 (movedin=5) Decision Stump Classifications poverty = 161 : -1.2887809830938508 poverty != 161 : 0.011513617196129993 poverty is missing : 0.006483656518946701 Class 6 (movedin=6) Decision Stump Classifications age = 65 : 0.8953028106136269 age != 65 : -0.007106171704073193 age is missing : 3.9109110510427244E-4 Class 7 (movedin=7) Decision Stump Classifications value = 16250 : 0.44688053928553356 value != 16250 : -0.03352314916122683 value is missing : 0.002140920498338683 Class 8 (movedin=9) Decision Stump Classifications momloc = 12 : 3.0 momloc != 12 : -0.007698664300011754 momloc is missing : -0.003623089446683952 Iteration 71 Class 1 (movedin=1) Decision Stump Classifications occscore = 34 : -0.7955744099862126 occscore != 34 : 0.005844803362461978 occscore is missing : -4.2509762982100425E-4 Class 2 (movedin=2) Decision Stump Classifications ind1950 = Aircraft_and_parts : -0.625251298881396 ind1950 != Aircraft_and_parts : 0.010029448589455496 ind1950 is missing : 0.005158382585079567 Class 3 (movedin=3) Decision Stump Classifications ftotinc = 21950 : 1.6486435374618262 ftotinc != 21950 : -0.006590869979439631 ftotinc is missing : -0.002125245924220927 Class 4 (movedin=4) Decision Stump Classifications poverty = 346 : 1.3176614629556762 poverty != 346 : -0.005095593284067631 poverty is missing : -0.0013468787392953636 Class 5 (movedin=5) Decision Stump Classifications age = 20 : -0.676700523473049 age != 20 : 0.008315430586179949 age is missing : -0.0013195558747767034 Class 6 (movedin=6) Decision Stump Classifications poverty = 388 : 1.4970708694353096 poverty != 388 : 1.7820245038940435E-4 poverty is missing : 0.004581413521826019 Class 7 (movedin=7) Decision Stump Classifications poverty = 200 : -1.8587927294599118 poverty != 200 : 0.014604304765815968 poverty is missing : 0.0061645643761370295 Class 8 (movedin=9) Decision Stump Classifications eldch = 44 : 2.814779918796259 eldch != 44 : -0.004081569995661981 eldch is missing : 2.2918452163289484E-4 Iteration 72 Class 1 (movedin=1) Decision Stump Classifications ftotinc = 12050 : -0.6745971767993773 ftotinc != 12050 : 0.005865407066714678 ftotinc is missing : -0.001264189691916192 Class 2 (movedin=2) Decision Stump Classifications age = 65 : -1.3114544802891182 age != 65 : 0.0036214609957857277 age is missing : -5.910456954827533E-4 Class 3 (movedin=3) Decision Stump Classifications ftotinc = 25050 : 1.6480768741292662 ftotinc != 25050 : -0.006578319950581098 ftotinc is missing : -0.0020682004504773413 Class 4 (movedin=4) Decision Stump Classifications incwage = 6850 : 1.2322903360741417 incwage != 6850 : -0.004228841176801665 incwage is missing : -2.676413093329155E-4 Class 5 (movedin=5) Decision Stump Classifications occ1950 = Newsboys : -1.6504096553691971 occ1950 != Newsboys : 0.026678338579198574 occ1950 is missing : -0.025443756519765454 Class 6 (movedin=6) Decision Stump Classifications ftotinc = 19550 : 1.446182405499233 ftotinc != 19550 : -0.002151554023749173 ftotinc is missing : 0.0024486122317057997 Class 7 (movedin=7) Decision Stump Classifications inctot = 4050 : -1.1041737825311224 inctot != 4050 : 0.015538867348316105 inctot is missing : 0.001501453939618659 Class 8 (movedin=9) Decision Stump Classifications poverty = 199 : 2.9964373010746996 poverty != 199 : -0.0031303736532318754 poverty is missing : 9.048862416865446E-4 Iteration 73 Class 1 (movedin=1) Decision Stump Classifications poverty = 67 : -1.9917916737943124 poverty != 67 : 0.0016617522865788295 poverty is missing : -7.367497789543007E-4 Class 2 (movedin=2) Decision Stump Classifications occ1950 = Housekeepers_and_stewards_except_private_household : 1.4190899020687981 occ1950 != Housekeepers_and_stewards_except_private_household : -0.012605259807662628 occ1950 is missing : 0.0023104723904425702 Class 3 (movedin=3) Decision Stump Classifications poverty = 360 : 2.443951698944523 poverty != 360 : -0.004406543513582694 poverty is missing : -0.0014213274795325617 Class 4 (movedin=4) Decision Stump Classifications incwage = 4450 : 1.3044522783776373 incwage != 4450 : -0.003848389643466513 incwage is missing : -7.0561500249278E-5 Class 5 (movedin=5) Decision Stump Classifications eldch = 49 : 2.4934128444012855 eldch != 49 : -7.934826870235319E-4 eldch is missing : 0.0017632528942244212 Class 6 (movedin=6) Decision Stump Classifications occ1950 = Librarians : 2.841800313491215 occ1950 != Librarians : 0.0056828752690549055 occ1950 is missing : -0.006857610335301111 Class 7 (movedin=7) Decision Stump Classifications value = 8750 : 0.965700294315074 value != 8750 : -0.014481337393197352 value is missing : 0.0011583000214051913 Class 8 (movedin=9) Decision Stump Classifications ftotinc = 49550 : 3.0 ftotinc != 49550 : -0.007522931576989263 ftotinc is missing : -0.003511146458920867 Iteration 74 Class 1 (movedin=1) Decision Stump Classifications incwage = 10450 : -2.3975013081411323 incwage != 10450 : 6.173103457490203E-4 incwage is missing : -0.0013935456852882673 Class 2 (movedin=2) Decision Stump Classifications incss = 1150 : -1.2470404963804285 incss != 1150 : 0.0036595461188856223 incss is missing : -7.129606714318372E-4 Class 3 (movedin=3) Decision Stump Classifications sei = 87 : 1.6376584792047022 sei != 87 : -0.006267417228132733 sei is missing : -0.001964414916093689 Class 4 (movedin=4) Decision Stump Classifications occ1950 = Officials_250_administratators_(nec)_public_administration : 1.759446355844942 occ1950 != Officials_250_administratators_(nec)_public_administration : -0.017358352572710574 occ1950 is missing : 0.012649664246814317 Class 5 (movedin=5) Decision Stump Classifications poverty = 128 : 1.6880957324578034 poverty != 128 : -0.0021717888205851693 poverty is missing : 0.0018845780248464479 Class 6 (movedin=6) Decision Stump Classifications poverty = 153 : 2.536473579697897 poverty != 153 : 2.483794114817998E-4 poverty is missing : 0.002791961229014882 Class 7 (movedin=7) Decision Stump Classifications ind1950 = Hotels_and_lodging_places : -1.7396052129090267 ind1950 != Hotels_and_lodging_places : 0.007857378340987044 ind1950 is missing : 0.019694457811902613 Class 8 (movedin=9) Decision Stump Classifications rent = 137 : 2.9490051541734044 rent != 137 : -0.004035765438751843 rent is missing : 5.511644406748004E-5 Iteration 75 Class 1 (movedin=1) Decision Stump Classifications rent = 265 : -2.064164574276939 rent != 265 : 0.0017651332501870847 rent is missing : -5.08674580769825E-4 Class 2 (movedin=2) Decision Stump Classifications inctot = 17250 : 2.5468019208018995 inctot != 17250 : -0.004371573220015379 inctot is missing : -0.002146752017797604 Class 3 (movedin=3) Decision Stump Classifications migrat5g = Same_house : -0.5670817007855217 migrat5g != Same_house : -0.0011649494672158261 migrat5g is missing : 0.10628184634072986 Class 4 (movedin=4) Decision Stump Classifications inctot = 50000 : 1.3538352524888702 inctot != 50000 : -0.00382957595394487 inctot is missing : -1.4213277389508845E-4 Class 5 (movedin=5) Decision Stump Classifications inctot = 9950 : -1.5223075081554112 inctot != 9950 : 0.005609527548734338 inctot is missing : 0.0015022081302976207 Class 6 (movedin=6) Decision Stump Classifications poverty = 117 : -1.5053665770739169 poverty != 117 : 0.005773650950398735 poverty is missing : 0.0015084179058581337 Class 7 (movedin=7) Decision Stump Classifications incother = 2950 : 2.18277918504238 incother != 2950 : -0.005572593503437364 incother is missing : 0.0012022941982333456 Class 8 (movedin=9) Decision Stump Classifications sei = 19 : 0.9868583383572379 sei != 19 : -0.010444298516031281 sei is missing : 0.001743640274953207 Iteration 76 Class 1 (movedin=1) Decision Stump Classifications rent = 87 : -1.6829020820372385 rent != 87 : 0.0026624931009849636 rent is missing : -7.334514990546502E-5 Class 2 (movedin=2) Decision Stump Classifications age = 0 : -0.7167747706623249 age != 0 : 0.007781873935227213 age is missing : 2.377584455492953E-4 Class 3 (movedin=3) Decision Stump Classifications age = 1 : -0.8374655073337666 age != 1 : 0.007675986433740414 age is missing : -0.0018840227879661853 Class 4 (movedin=4) Decision Stump Classifications poverty = 180 : 2.6931817865127794 poverty != 180 : -0.0015692468417953008 poverty is missing : 2.147378745699576E-4 Class 5 (movedin=5) Decision Stump Classifications ftotinc = 48050 : 2.9145749238673373 ftotinc != 48050 : -0.0023218322097651144 ftotinc is missing : -1.8349534486428862E-4 Class 6 (movedin=6) Decision Stump Classifications incother = 10050 : 2.108257260516737 incother != 10050 : -0.0028626241012776285 incother is missing : 4.934916104099321E-4 Class 7 (movedin=7) Decision Stump Classifications rent = 95 : 1.614509306664974 rent != 95 : -0.00941445925788203 rent is missing : -5.717586587500759E-4 Class 8 (movedin=9) Decision Stump Classifications wkswork2 = 1-13_weeks : 0.340614245242283 wkswork2 != 1-13_weeks : -0.26680279683163566 wkswork2 is missing : 0.022553900800771246 Iteration 77 Class 1 (movedin=1) Decision Stump Classifications rent = 230 : 1.6407646805880296 rent != 230 : -0.0026946609132430773 rent is missing : 9.982295213146022E-5 Class 2 (movedin=2) Decision Stump Classifications rent = 105 : 0.6544292297633244 rent != 105 : -0.008871490667172948 rent is missing : -6.502354563249806E-4 Class 3 (movedin=3) Decision Stump Classifications poverty = 200 : 1.4357020363878386 poverty != 200 : -0.004749964191292653 poverty is missing : 2.3421783966427737E-4 Class 4 (movedin=4) Decision Stump Classifications hrswork2 = 41-48_hours : 0.2506780959940696 hrswork2 != 41-48_hours : -0.05538397952101615 hrswork2 is missing : 0.006984316214922641 Class 5 (movedin=5) Decision Stump Classifications nsibs = 2 : 0.24337603517519027 nsibs != 2 : -0.025544254777141947 nsibs is missing : -3.536651649207737E-4 Class 6 (movedin=6) Decision Stump Classifications poverty = 137 : 1.8225897897382985 poverty != 137 : -0.0049535559518534954 poverty is missing : -0.0014326193729559515 Class 7 (movedin=7) Decision Stump Classifications ftotinc = 17250 : 2.094269967227347 ftotinc != 17250 : -0.003919572263595289 ftotinc is missing : 0.0027519880618112383 Class 8 (movedin=9) Decision Stump Classifications poverty = 226 : 2.7594831869976777 poverty != 226 : -0.009477511655154461 poverty is missing : -0.005123360374739146 Iteration 78 Class 1 (movedin=1) Decision Stump Classifications poverty = 38 : -1.5226941358946007 poverty != 38 : 0.0045476160263299 poverty is missing : 0.0015563303092813432 Class 2 (movedin=2) Decision Stump Classifications incss = 550 : -1.3756925572625016 incss != 550 : 0.0038409151528770308 incss is missing : -2.026489349541842E-4 Class 3 (movedin=3) Decision Stump Classifications ftotinc = 20250 : 2.288843374697313 ftotinc != 20250 : -0.0032473524381728845 ftotinc is missing : -1.3067379595437176E-4 Class 4 (movedin=4) Decision Stump Classifications poverty = 306 : 1.2818976296827023 poverty != 306 : -0.0035236618299136486 poverty is missing : 1.2637343412298744E-4 Class 5 (movedin=5) Decision Stump Classifications ind1950 = Motor_vehicles_and_equipment : -1.8876378007493386 ind1950 != Motor_vehicles_and_equipment : 0.026074035137632463 ind1950 is missing : -0.031449184491082145 Class 6 (movedin=6) Decision Stump Classifications incother = 350 : 0.7654101412167847 incother != 350 : -0.010558084474990329 incother is missing : -0.0021625455228905695 Class 7 (movedin=7) Decision Stump Classifications ownershg = Owned_or_being_bought_(loan) : 0.02514580678214251 ownershg != Owned_or_being_bought_(loan) : -0.12671252800245306 ownershg is missing : -1.1706569609485236 Class 8 (movedin=9) Decision Stump Classifications nsibs = 1 : -0.18485619603138417 nsibs != 1 : 0.07601273418168379 nsibs is missing : 0.00960714305347401 Iteration 79 Class 1 (movedin=1) Decision Stump Classifications rent = 90 : -0.4346924605195444 rent != 90 : 0.01049762688356614 rent is missing : -1.646682713246057E-4 Class 2 (movedin=2) Decision Stump Classifications ftotinc = 21750 : 1.935937752840018 ftotinc != 21750 : -0.0033797706038119317 ftotinc is missing : -6.02267470048358E-4 Class 3 (movedin=3) Decision Stump Classifications poverty = 283 : 1.4966721044890205 poverty != 283 : -0.004843707542274203 poverty is missing : -1.7205396278405433E-4 Class 4 (movedin=4) Decision Stump Classifications poverty = 96 : 1.7936475726627592 poverty != 96 : -0.0027513618855674418 poverty is missing : -1.554279645774585E-4 Class 5 (movedin=5) Decision Stump Classifications bplg = Abroad_(unknown)_or_at_sea : -1.395219935815385 bplg != Abroad_(unknown)_or_at_sea : 0.0046166795845458105 bplg is missing : 2.6236054646333276E-4 Class 6 (movedin=6) Decision Stump Classifications inctot = 2350 : 1.0033800746949475 inctot != 2350 : -0.0025441074613278968 inctot is missing : 0.0037768012946721922 Class 7 (movedin=7) Decision Stump Classifications workedyr = No : -0.010905775514415968 workedyr != No : 0.02840231037405199 workedyr is missing : -1.0184848568618312 Class 8 (movedin=9) Decision Stump Classifications poverty = 306 : 1.4637264328129531 poverty != 306 : -0.013593500139831531 poverty is missing : -0.004645040286705335 Iteration 80 Class 1 (movedin=1) Decision Stump Classifications migplac5 = New_York : -0.6057464238214131 migplac5 != New_York : 0.06482795645155906 migplac5 is missing : -0.005061159093350844 Class 2 (movedin=2) Decision Stump Classifications inctot = 40050 : 2.650209673778593 inctot != 40050 : -0.003731108819285641 inctot is missing : -0.0017052344920628658 Class 3 (movedin=3) Decision Stump Classifications hrswork2 = 41-48_hours : 0.2751272851869809 hrswork2 != 41-48_hours : -0.08622877017672832 hrswork2 is missing : 0.014607952813889316 Class 4 (movedin=4) Decision Stump Classifications eldch = 2 : -0.6916824410059635 eldch != 2 : 0.006929688806522166 eldch is missing : 9.667601907824345E-5 Class 5 (movedin=5) Decision Stump Classifications ftotinc = 14150 : -0.8454631049005245 ftotinc != 14150 : 0.007773274396846318 ftotinc is missing : 6.833883997294028E-4 Class 6 (movedin=6) Decision Stump Classifications ownershg = Owned_or_being_bought_(loan) : 0.03637346626139295 ownershg != Owned_or_being_bought_(loan) : -0.15309030951477812 ownershg is missing : -0.5399433064460122 Class 7 (movedin=7) Decision Stump Classifications occ1950 = Bus_drivers : 2.048347799087781 occ1950 != Bus_drivers : -0.028383727850959394 occ1950 is missing : 0.04213946936736679 Class 8 (movedin=9) Decision Stump Classifications sei = 16 : 1.6991988853397377 sei != 16 : -0.0093071401703546 sei is missing : -0.0018687167558656373 Number of performed iterations: 80