LogitBoost: Base classifiers and their weights: Iteration 1 Class 1 (CLASS_LABEL=301) Decision Stump Classifications drug <= 0.5 : -0.8067863151991077 drug > 0.5 : 2.833748960931145 drug is missing : 1.284196705657651 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -1.0785498489425716 polio > 0.5 : 3.0000000000000884 polio is missing : -0.5608308605341112 Class 3 (CLASS_LABEL=304) Decision Stump Classifications endang <= 0.5 : -1.1161834703591702 endang > 0.5 : 2.8254189944133326 endang is missing : 0.13441654357459548 Class 4 (CLASS_LABEL=305) Decision Stump Classifications accid <= 0.5 : -1.1339686098654855 accid > 0.5 : 1.6111111111110998 accid is missing : -0.9528795811518433 Class 5 (CLASS_LABEL=306) Decision Stump Classifications africa <= 0.5 : -0.8338088445078522 africa > 0.5 : 2.566519546027725 africa is missing : 0.628083491461106 Class 6 (CLASS_LABEL=307) Decision Stump Classifications project <= 1.5 : -0.9640375970576376 project > 1.5 : 2.3573264781491132 project is missing : -0.16279069767441828 Class 7 (CLASS_LABEL=310) Decision Stump Classifications flame <= 1.5 : -1.1561826024442945 flame > 1.5 : 3.000000000000105 flame is missing : -1.1457511652922294 Iteration 2 Class 1 (CLASS_LABEL=301) Decision Stump Classifications traffick <= 0.5 : -0.3247715412093168 traffick > 0.5 : 1.2818964022933321 traffick is missing : 0.48240645945552235 Class 2 (CLASS_LABEL=302) Decision Stump Classifications children <= 1.5 : -0.8460779868496099 children > 1.5 : 1.777676494487362 children is missing : -0.20664252667830885 Class 3 (CLASS_LABEL=304) Decision Stump Classifications speci <= 0.5 : -0.8680267160697069 speci > 0.5 : 1.5123204711130058 speci is missing : 0.10471318393571624 Class 4 (CLASS_LABEL=305) Decision Stump Classifications driver <= 0.5 : -0.9582477726244759 driver > 0.5 : 1.3884424464171472 driver is missing : -0.678457631888839 Class 5 (CLASS_LABEL=306) Decision Stump Classifications kill <= 0.5 : -0.6937123859501999 kill > 0.5 : 1.0097446218614516 kill is missing : 0.217387166761224 Class 6 (CLASS_LABEL=307) Decision Stump Classifications hydroelectr <= 0.5 : -0.7172246435368549 hydroelectr > 0.5 : 1.9458913191322529 hydroelectr is missing : -0.017822339933001356 Class 7 (CLASS_LABEL=310) Decision Stump Classifications motorola <= 3.0 : -1.0494014812440213 motorola > 3.0 : 3.000000000000281 motorola is missing : -1.0119055019175676 Iteration 3 Class 1 (CLASS_LABEL=301) Decision Stump Classifications crime <= 0.5 : -0.3579498556360539 crime > 0.5 : 1.4932331956889948 crime is missing : 0.2608337409611899 Class 2 (CLASS_LABEL=302) Decision Stump Classifications vaccin <= 0.5 : -0.6816112579535588 vaccin > 0.5 : 1.5701389952145577 vaccin is missing : -0.14667905829898129 Class 3 (CLASS_LABEL=304) Decision Stump Classifications endang <= 0.5 : -0.7376117587839668 endang > 0.5 : 0.9906064806722557 endang is missing : 0.153429558285945 Class 4 (CLASS_LABEL=305) Decision Stump Classifications driv <= 0.5 : -0.8087101958529392 driv > 0.5 : 1.2246175539851756 driv is missing : -0.4898030380733351 Class 5 (CLASS_LABEL=306) Decision Stump Classifications rebel <= 0.5 : -0.33579638262923867 rebel > 0.5 : 1.4067151755393112 rebel is missing : 0.07279387604398047 Class 6 (CLASS_LABEL=307) Decision Stump Classifications river <= 0.5 : -0.659339160618874 river > 0.5 : 1.2351630985572715 river is missing : 0.05909066771371303 Class 7 (CLASS_LABEL=310) Decision Stump Classifications cancer <= 0.5 : -1.0400709420236876 cancer > 0.5 : 1.0008966804355979 cancer is missing : -0.9553205502072663 Iteration 4 Class 1 (CLASS_LABEL=301) Decision Stump Classifications cartel <= 0.5 : -0.3812800283850519 cartel > 0.5 : 1.2417150296421435 cartel is missing : 0.10989233304925854 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.6180994901913146 polio > 0.5 : 1.3815175366243877 polio is missing : -0.02037760249329679 Class 3 (CLASS_LABEL=304) Decision Stump Classifications anim <= 0.5 : -0.5423656705393602 anim > 0.5 : 1.284128968344272 anim is missing : 0.08590226294463667 Class 4 (CLASS_LABEL=305) Decision Stump Classifications crashe <= 0.5 : -0.6360972226342476 crashe > 0.5 : 2.4582777133154874 crashe is missing : -0.3374379157847663 Class 5 (CLASS_LABEL=306) Decision Stump Classifications civilian <= 0.5 : -0.37692954243655613 civilian > 0.5 : 1.0666147386183762 civilian is missing : 0.07553926326308294 Class 6 (CLASS_LABEL=307) Decision Stump Classifications electr <= 0.5 : -0.661736372667806 electr > 0.5 : 1.156344053929083 electr is missing : -3.626714233881741E-4 Class 7 (CLASS_LABEL=310) Decision Stump Classifications think <= 0.5 : -1.0241706567739306 think > 0.5 : 0.38839194833449503 think is missing : -0.9407423345416716 Iteration 5 Class 1 (CLASS_LABEL=301) Decision Stump Classifications crimin <= 0.5 : -0.539651569070901 crimin > 0.5 : 1.1743281126561322 crimin is missing : 0.05550826418468428 Class 2 (CLASS_LABEL=302) Decision Stump Classifications poliomyel <= 0.5 : -0.49421799129673477 poliomyel > 0.5 : 1.9063665621914316 poliomyel is missing : -0.0012354185470334054 Class 3 (CLASS_LABEL=304) Decision Stump Classifications speci <= 0.5 : -0.4856617361089024 speci > 0.5 : 1.0784942924261112 speci is missing : -0.008562744955627786 Class 4 (CLASS_LABEL=305) Decision Stump Classifications crash <= 0.5 : -0.585966037023459 crash > 0.5 : 1.1621033092619726 crash is missing : -0.14646604311592154 Class 5 (CLASS_LABEL=306) Decision Stump Classifications massacr <= 0.5 : -0.1782147781352262 massacr > 0.5 : 1.4099258668110286 massacr is missing : 0.057397845795075515 Class 6 (CLASS_LABEL=307) Decision Stump Classifications dam <= 1.5 : -0.39702356480411904 dam > 1.5 : 1.4554664276631528 dam is missing : 0.009565843031256986 Class 7 (CLASS_LABEL=310) Decision Stump Classifications cellular <= 10.5 : -0.9634947020501149 cellular > 10.5 : 1.082085032411751 cellular is missing : -0.8868104603133514 Iteration 6 Class 1 (CLASS_LABEL=301) Decision Stump Classifications anti <= 0.5 : -0.2987095318119949 anti > 0.5 : 1.3472271735692614 anti is missing : 0.04699232303021201 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.6529906747212111 polio > 0.5 : 1.410089430463423 polio is missing : 0.048354575913071164 Class 3 (CLASS_LABEL=304) Decision Stump Classifications mammal <= 0.5 : -0.23969906236573776 mammal > 0.5 : 1.6952055927093195 mammal is missing : 0.0490379482375547 Class 4 (CLASS_LABEL=305) Decision Stump Classifications truck <= 2.5 : -0.6217451924308517 truck > 2.5 : 1.42152942290255 truck is missing : -0.12357813077350428 Class 5 (CLASS_LABEL=306) Decision Stump Classifications financ <= 0.5 : 0.26257717369076927 financ > 0.5 : -1.1889338596776338 financ is missing : -0.011527565450523728 Class 6 (CLASS_LABEL=307) Decision Stump Classifications station <= 0.5 : -0.5819408370994412 station > 0.5 : 0.9026734468972424 station is missing : 9.378586826419185E-4 Class 7 (CLASS_LABEL=310) Decision Stump Classifications flame <= 1.5 : -0.9471370748609932 flame > 1.5 : 1.0809978320900608 flame is missing : -0.777550564040337 Iteration 7 Class 1 (CLASS_LABEL=301) Decision Stump Classifications cocain <= 0.5 : -0.3172962479580425 cocain > 0.5 : 1.1128901487082274 cocain is missing : 0.03198069337357543 Class 2 (CLASS_LABEL=302) Decision Stump Classifications prevent <= 0.5 : -0.4522149536257202 prevent > 0.5 : 1.1020784130788395 prevent is missing : 0.12407653817363011 Class 3 (CLASS_LABEL=304) Decision Stump Classifications space <= 0.5 : -0.1447615067075248 space > 0.5 : 1.4450103075214313 space is missing : 0.18775769575246934 Class 4 (CLASS_LABEL=305) Decision Stump Classifications column <= 0.5 : -0.6266816665473848 column > 0.5 : 0.9712125437048658 column is missing : 0.03940714027531366 Class 5 (CLASS_LABEL=306) Decision Stump Classifications civil <= 0.5 : -0.4939980918970474 civil > 0.5 : 1.0877061051135426 civil is missing : -0.10096583357911533 Class 6 (CLASS_LABEL=307) Decision Stump Classifications hydroelectr <= 0.5 : -0.4350451214102538 hydroelectr > 0.5 : 1.1489807019052545 hydroelectr is missing : -0.04334488816646917 Class 7 (CLASS_LABEL=310) Decision Stump Classifications think <= 0.5 : -1.0036803787662882 think > 0.5 : 0.8445364613547145 think is missing : -0.5260341272652953 Iteration 8 Class 1 (CLASS_LABEL=301) Decision Stump Classifications false <= 0.5 : -0.20379988016216596 false > 0.5 : 1.4892524202197224 false is missing : 0.08922980288618801 Class 2 (CLASS_LABEL=302) Decision Stump Classifications children <= 0.5 : -0.7971688695233957 children > 0.5 : 0.577306177273373 children is missing : -0.06478561170903349 Class 3 (CLASS_LABEL=304) Decision Stump Classifications wildlif <= 0.5 : -0.40830976518633716 wildlif > 0.5 : 0.9965147075734031 wildlif is missing : -0.05363918839451916 Class 4 (CLASS_LABEL=305) Decision Stump Classifications traffic <= 0.5 : -0.6086852845797283 traffic > 0.5 : 0.8685977751656854 traffic is missing : -0.025944967052616688 Class 5 (CLASS_LABEL=306) Decision Stump Classifications kill <= 0.5 : -0.5698810703223605 kill > 0.5 : 0.6192873438696406 kill is missing : -0.038460379293120836 Class 6 (CLASS_LABEL=307) Decision Stump Classifications hydro <= 0.5 : -0.32761675493105685 hydro > 0.5 : 1.1180876801217243 hydro is missing : 0.027050382238682513 Class 7 (CLASS_LABEL=310) Decision Stump Classifications safe <= 0.5 : -1.0055561029655813 safe > 0.5 : 0.7091313492164067 safe is missing : -0.6304105325036645 Iteration 9 Class 1 (CLASS_LABEL=301) Decision Stump Classifications smuggl <= 0.5 : -0.32045926648554796 smuggl > 0.5 : 1.0187441091233551 smuggl is missing : 0.02600300706815698 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.4673329496291072 polio > 0.5 : 1.0496754250181637 polio is missing : -0.11399779085030197 Class 3 (CLASS_LABEL=304) Decision Stump Classifications force <= 0.5 : 0.3405364133525165 force > 0.5 : -1.1441150653341752 force is missing : -0.001950326625983923 Class 4 (CLASS_LABEL=305) Decision Stump Classifications column <= 0.5 : -0.5143659656564571 column > 0.5 : 0.8416400502964484 column is missing : 0.11938406824772316 Class 5 (CLASS_LABEL=306) Decision Stump Classifications rwanda <= 0.5 : -0.2936087829883926 rwanda > 0.5 : 1.2021193284432292 rwanda is missing : -0.012338451219644856 Class 6 (CLASS_LABEL=307) Decision Stump Classifications beij <= 1.5 : -0.3597397028884509 beij > 1.5 : 1.2704779970648943 beij is missing : 0.003226730622489438 Class 7 (CLASS_LABEL=310) Decision Stump Classifications anxieti <= 2.0 : -0.8330385599307021 anxieti > 2.0 : 1.0139368401189601 anxieti is missing : -0.5579389180518175 Iteration 10 Class 1 (CLASS_LABEL=301) Decision Stump Classifications activ <= 2.5 : -0.23803349820911596 activ > 2.5 : 1.0781387644217841 activ is missing : 0.006927150206062913 Class 2 (CLASS_LABEL=302) Decision Stump Classifications poliomyel <= 0.5 : -0.42480808246686225 poliomyel > 0.5 : 1.0932265344306673 poliomyel is missing : 0.12257278653175675 Class 3 (CLASS_LABEL=304) Decision Stump Classifications commerci <= 0.5 : -0.48604527406333503 commerci > 0.5 : 0.9371235683420005 commerci is missing : -0.12814122918767876 Class 4 (CLASS_LABEL=305) Decision Stump Classifications vehicl <= 0.5 : -0.6130890524088682 vehicl > 0.5 : 0.8446996717670239 vehicl is missing : 0.046662155841851745 Class 5 (CLASS_LABEL=306) Decision Stump Classifications death <= 0.5 : -0.39740245986226874 death > 0.5 : 0.6633897929867653 death is missing : 0.02311017151034064 Class 6 (CLASS_LABEL=307) Decision Stump Classifications dam <= 0.5 : -0.40088815111926285 dam > 0.5 : 1.027467627680224 dam is missing : -0.00198325054049274 Class 7 (CLASS_LABEL=310) Decision Stump Classifications hit <= 0.5 : -1.000364648959355 hit > 0.5 : 0.6479212249588281 hit is missing : -0.2831914211443928 Iteration 11 Class 1 (CLASS_LABEL=301) Decision Stump Classifications cartel <= 0.5 : -0.24749638852428546 cartel > 0.5 : 1.0100705820252966 cartel is missing : 0.009563738874441018 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.38381551420958987 polio > 0.5 : 1.0683229370591016 polio is missing : 0.16329115278181414 Class 3 (CLASS_LABEL=304) Decision Stump Classifications endang <= 0.5 : -0.47599581414234965 endang > 0.5 : 0.7143133536110895 endang is missing : -0.0034207787416428376 Class 4 (CLASS_LABEL=305) Decision Stump Classifications crash <= 0.5 : -0.5210910345192484 crash > 0.5 : 0.934530019599068 crash is missing : -0.04357015947757225 Class 5 (CLASS_LABEL=306) Decision Stump Classifications defenc <= 0.5 : -0.24595447297021786 defenc > 0.5 : 1.1999625989356766 defenc is missing : -0.070335560175362 Class 6 (CLASS_LABEL=307) Decision Stump Classifications construct <= 0.5 : -0.48325160497948527 construct > 0.5 : 0.8445683691669608 construct is missing : 0.11748164338172444 Class 7 (CLASS_LABEL=310) Decision Stump Classifications safe <= 0.5 : -1.0024007008805516 safe > 0.5 : 0.5064249871263112 safe is missing : -0.45742449572326455 Iteration 12 Class 1 (CLASS_LABEL=301) Decision Stump Classifications crimin <= 0.5 : -0.3212225183480918 crimin > 0.5 : 0.690200711327685 crimin is missing : 0.02591987756342443 Class 2 (CLASS_LABEL=302) Decision Stump Classifications poliomyel <= 0.5 : -0.3925489781412428 poliomyel > 0.5 : 1.0302450332064133 poliomyel is missing : 0.04906839453015991 Class 3 (CLASS_LABEL=304) Decision Stump Classifications protect <= 0.5 : -0.6156776615164794 protect > 0.5 : 0.6813107814309929 protect is missing : 0.00212100224214563 Class 4 (CLASS_LABEL=305) Decision Stump Classifications truck <= 2.5 : -0.5738165534443096 truck > 2.5 : 0.9577532523694816 truck is missing : -0.06039232536785777 Class 5 (CLASS_LABEL=306) Decision Stump Classifications johannesburg <= 0.5 : -0.24601854522859443 johannesburg > 0.5 : 0.9404538963726349 johannesburg is missing : -0.026520108575682495 Class 6 (CLASS_LABEL=307) Decision Stump Classifications power <= 1.5 : -0.5114376522078515 power > 1.5 : 0.6541250390101983 power is missing : 0.0069499342054592924 Class 7 (CLASS_LABEL=310) Decision Stump Classifications fountain <= 2.0 : -0.7991295891809301 fountain > 2.0 : 1.0020583734939137 fountain is missing : -0.49156747864374056 Iteration 13 Class 1 (CLASS_LABEL=301) Decision Stump Classifications agent <= 0.5 : -0.25403631672364657 agent > 0.5 : 0.9393503672224621 agent is missing : -0.03572483276558677 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.5188751544206157 polio > 0.5 : 1.0633561424043017 polio is missing : 0.21962536748325817 Class 3 (CLASS_LABEL=304) Decision Stump Classifications anim <= 1.5 : -0.31382807309185273 anim > 1.5 : 0.9942791195124121 anim is missing : 0.03410747057408266 Class 4 (CLASS_LABEL=305) Decision Stump Classifications intern <= 0.5 : 0.40037665582979043 intern > 0.5 : -0.9621842634306464 intern is missing : -0.01153640966223713 Class 5 (CLASS_LABEL=306) Decision Stump Classifications people <= 0.5 : -0.5069277644647494 people > 0.5 : 0.40420746811375485 people is missing : -0.0154098981860521 Class 6 (CLASS_LABEL=307) Decision Stump Classifications hydroelectr <= 0.5 : -0.3175263273831768 hydroelectr > 0.5 : 1.0235009684027019 hydroelectr is missing : 0.014091659527658035 Class 7 (CLASS_LABEL=310) Decision Stump Classifications cancer <= 0.5 : -1.0000888545696003 cancer > 0.5 : 0.6196491245655503 cancer is missing : -0.2106781545659595 Iteration 14 Class 1 (CLASS_LABEL=301) Decision Stump Classifications mafia <= 0.5 : -0.1665994413018389 mafia > 0.5 : 1.016164599266741 mafia is missing : 0.014150567590870848 Class 2 (CLASS_LABEL=302) Decision Stump Classifications million <= 0.5 : -0.5283535446566662 million > 0.5 : 0.7239908433813577 million is missing : 0.20919348699496126 Class 3 (CLASS_LABEL=304) Decision Stump Classifications secur <= 0.5 : 0.3407490415413474 secur > 0.5 : -0.9090508538389467 secur is missing : 0.04599114892314804 Class 4 (CLASS_LABEL=305) Decision Stump Classifications highwai <= 0.5 : -0.6457874738631767 highwai > 0.5 : 0.7054358162913651 highwai is missing : -0.201451811659026 Class 5 (CLASS_LABEL=306) Decision Stump Classifications listen <= 0.5 : -0.2491707831834154 listen > 0.5 : 0.9839790008562547 listen is missing : -0.05850687573025851 Class 6 (CLASS_LABEL=307) Decision Stump Classifications hydropow <= 0.5 : -0.30027641540773253 hydropow > 0.5 : 1.0529107525460912 hydropow is missing : 0.05549472910902689 Class 7 (CLASS_LABEL=310) Decision Stump Classifications nation <= 0.5 : 0.2831762446396004 nation > 0.5 : -1.0004143696088132 nation is missing : -0.40888044883027713 Iteration 15 Class 1 (CLASS_LABEL=301) Decision Stump Classifications drug <= 2.5 : -0.27592189656793537 drug > 2.5 : 0.7642755182306332 drug is missing : 0.02275980844891676 Class 2 (CLASS_LABEL=302) Decision Stump Classifications poliomyel <= 0.5 : -0.3745269369594964 poliomyel > 0.5 : 1.011354868138436 poliomyel is missing : 0.020619652589478853 Class 3 (CLASS_LABEL=304) Decision Stump Classifications endang <= 0.5 : -0.6171689675599985 endang > 0.5 : 0.7041460742546247 endang is missing : -0.11697873147935231 Class 4 (CLASS_LABEL=305) Decision Stump Classifications car <= 0.5 : -0.7127801916586873 car > 0.5 : 0.583149064058338 car is missing : -0.0983397348314314 Class 5 (CLASS_LABEL=306) Decision Stump Classifications drug <= 2.5 : 0.2433372627799491 drug > 2.5 : -0.832406941915465 drug is missing : 0.016695390945023803 Class 6 (CLASS_LABEL=307) Decision Stump Classifications dam <= 1.5 : -0.24456675133745362 dam > 1.5 : 0.9779824141565557 dam is missing : 0.020808267116614185 Class 7 (CLASS_LABEL=310) Decision Stump Classifications think <= 0.5 : -1.0000353634864763 think > 0.5 : 0.5905882260538995 think is missing : -0.33334177322024844 Iteration 16 Class 1 (CLASS_LABEL=301) Decision Stump Classifications african <= 0.5 : 0.24772338704151528 african > 0.5 : -0.9077375572905605 african is missing : -0.007193438642899509 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.4332987508262916 polio > 0.5 : 1.0276649556586765 polio is missing : 0.279161612237759 Class 3 (CLASS_LABEL=304) Decision Stump Classifications anim <= 0.5 : -0.36043669791672633 anim > 0.5 : 0.758874353527356 anim is missing : 0.08337476181625954 Class 4 (CLASS_LABEL=305) Decision Stump Classifications border <= 0.5 : 0.42189175710828314 border > 0.5 : -1.0020983558868628 border is missing : 0.01726083418963989 Class 5 (CLASS_LABEL=306) Decision Stump Classifications africa <= 2.5 : -0.3268828718986553 africa > 2.5 : 0.8356185310696806 africa is missing : -0.07200398198437552 Class 6 (CLASS_LABEL=307) Decision Stump Classifications acut <= 0.5 : 0.30813811565519894 acut > 0.5 : -1.0365467492759401 acut is missing : 0.04758274004981684 Class 7 (CLASS_LABEL=310) Decision Stump Classifications safe <= 0.5 : -1.000157551519913 safe > 0.5 : 0.4026164433565125 safe is missing : -0.3259585590063954 Iteration 17 Class 1 (CLASS_LABEL=301) Decision Stump Classifications gain <= 0.5 : -0.3881859028862628 gain > 0.5 : 0.8310963419041684 gain is missing : -0.12308852095922067 Class 2 (CLASS_LABEL=302) Decision Stump Classifications prevent <= 0.5 : -0.34740032122345454 prevent > 0.5 : 0.8077140040159698 prevent is missing : 0.29904645778731753 Class 3 (CLASS_LABEL=304) Decision Stump Classifications mammal <= 0.5 : -0.19186536822216668 mammal > 0.5 : 1.032819896301964 mammal is missing : 0.08958773367077362 Class 4 (CLASS_LABEL=305) Decision Stump Classifications motor <= 0.5 : -0.5333968857630352 motor > 0.5 : 0.7927720235867699 motor is missing : -0.12612142044502514 Class 5 (CLASS_LABEL=306) Decision Stump Classifications commerci <= 0.5 : 0.2628892852763446 commerci > 0.5 : -1.0162982340988311 commerci is missing : 0.05481716295184243 Class 6 (CLASS_LABEL=307) Decision Stump Classifications power <= 2.5 : -0.480167457526034 power > 2.5 : 0.7415078227351583 power is missing : 0.020892046647475872 Class 7 (CLASS_LABEL=310) Decision Stump Classifications nation <= 0.5 : 0.3708603275012085 nation > 0.5 : -1.0000476340462243 nation is missing : -0.2438969541484773 Iteration 18 Class 1 (CLASS_LABEL=301) Decision Stump Classifications arrest <= 0.5 : -0.1969142022620963 arrest > 0.5 : 0.7404815333252612 arrest is missing : 0.12477270502693019 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.1779383071571425 polio > 0.5 : 1.0039326975109362 polio is missing : 0.18272610295162894 Class 3 (CLASS_LABEL=304) Decision Stump Classifications speci <= 1.5 : -0.1429991656730739 speci > 1.5 : 1.0059690421308876 speci is missing : 0.11118577789865222 Class 4 (CLASS_LABEL=305) Decision Stump Classifications govern <= 0.5 : 0.48963480773323137 govern > 0.5 : -0.8787703448886546 govern is missing : 0.10438783682275515 Class 5 (CLASS_LABEL=306) Decision Stump Classifications kill <= 0.5 : -0.509772102489102 kill > 0.5 : 0.28798522639592206 kill is missing : -0.2097455950175116 Class 6 (CLASS_LABEL=307) Decision Stump Classifications minist <= 1.5 : -0.29207578463968825 minist > 1.5 : 0.7612699183552072 minist is missing : 0.10671552595272982 Class 7 (CLASS_LABEL=310) Decision Stump Classifications cancer <= 0.5 : -1.0000066507964882 cancer > 0.5 : 0.7904474651742712 cancer is missing : 0.011537837641006025 Iteration 19 Class 1 (CLASS_LABEL=301) Decision Stump Classifications smuggl <= 0.5 : -0.2332789433878391 smuggl > 0.5 : 0.8806912326639142 smuggl is missing : 0.009069479170450312 Class 2 (CLASS_LABEL=302) Decision Stump Classifications poliomyel <= 0.5 : -0.5019540206724858 poliomyel > 0.5 : 1.0032603726641784 poliomyel is missing : 0.023134735152076757 Class 3 (CLASS_LABEL=304) Decision Stump Classifications wildlif <= 0.5 : -0.3431420249409067 wildlif > 0.5 : 0.9228218973041039 wildlif is missing : -0.036766625894784265 Class 4 (CLASS_LABEL=305) Decision Stump Classifications accid <= 0.5 : -0.578324249282392 accid > 0.5 : 0.8530102697132614 accid is missing : 0.03864965695057807 Class 5 (CLASS_LABEL=306) Decision Stump Classifications africa <= 0.5 : -0.329631859498953 africa > 0.5 : 0.4640006478252391 africa is missing : 0.016388171695854662 Class 6 (CLASS_LABEL=307) Decision Stump Classifications hydroelectr <= 0.5 : -0.3511871164257015 hydroelectr > 0.5 : 1.0036112915497628 hydroelectr is missing : -0.05626553613323505 Class 7 (CLASS_LABEL=310) Decision Stump Classifications think <= 0.5 : -1.0000040972322188 think > 0.5 : 0.6381828636709884 think is missing : -0.005505705790945531 Iteration 20 Class 1 (CLASS_LABEL=301) Decision Stump Classifications organ <= 0.5 : -0.47670903586312013 organ > 0.5 : 0.5944023864786283 organ is missing : -0.03022888145834184 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.45987578805245927 polio > 0.5 : 1.0054302798356485 polio is missing : 0.23419774875789176 Class 3 (CLASS_LABEL=304) Decision Stump Classifications eleph <= 0.5 : -0.09948442902610866 eleph > 0.5 : 0.9683247086335733 eleph is missing : 0.24688012065410392 Class 4 (CLASS_LABEL=305) Decision Stump Classifications driver <= 0.5 : -0.4136690606319774 driver > 0.5 : 0.8739784496844619 driver is missing : -0.0438437594757798 Class 5 (CLASS_LABEL=306) Decision Stump Classifications monei <= 0.5 : 0.19811185060144726 monei > 0.5 : -0.8515562888966816 monei is missing : -0.07518758691745035 Class 6 (CLASS_LABEL=307) Decision Stump Classifications provinc <= 0.5 : -0.32879566310973735 provinc > 0.5 : 0.7325867329837195 provinc is missing : 0.014840031469991797 Class 7 (CLASS_LABEL=310) Decision Stump Classifications 0 <= 4.5 : 0.5286430426767404 0 > 4.5 : -1.0000344100354206 0 is missing : -0.2755271034144519 Iteration 21 Class 1 (CLASS_LABEL=301) Decision Stump Classifications traffick <= 1.5 : -0.21346016880731877 traffick > 1.5 : 0.9551647266322411 traffick is missing : 0.009586027415417834 Class 2 (CLASS_LABEL=302) Decision Stump Classifications troop <= 0.5 : 0.6063692119615909 troop > 0.5 : -1.00088255648923 troop is missing : 0.3761513479291792 Class 3 (CLASS_LABEL=304) Decision Stump Classifications ban <= 0.5 : -0.1179887402530644 ban > 0.5 : 0.9713776751765371 ban is missing : 0.17073894748748666 Class 4 (CLASS_LABEL=305) Decision Stump Classifications attempt <= 0.5 : -0.5686707150148474 attempt > 0.5 : 0.8491124356079112 attempt is missing : 0.017478718516505495 Class 5 (CLASS_LABEL=306) Decision Stump Classifications civil <= 0.5 : -0.3775777685194599 civil > 0.5 : 0.7437715501790289 civil is missing : -0.10897753555832691 Class 6 (CLASS_LABEL=307) Decision Stump Classifications water <= 0.5 : -0.4105742182694142 water > 0.5 : 0.7169030519587221 water is missing : 0.01923881552661294 Class 7 (CLASS_LABEL=310) Decision Stump Classifications anxieti <= 2.0 : -0.6392975601264786 anxieti > 2.0 : 1.0000264810289101 anxieti is missing : -0.19003655215809853 Iteration 22 Class 1 (CLASS_LABEL=301) Decision Stump Classifications crime <= 0.5 : -0.3363131126538726 crime > 0.5 : 0.6778299540696968 crime is missing : 0.012186319267954214 Class 2 (CLASS_LABEL=302) Decision Stump Classifications children <= 1.5 : -0.7249799717623476 children > 1.5 : 0.5731404550775863 children is missing : 0.002073207048617073 Class 3 (CLASS_LABEL=304) Decision Stump Classifications space <= 0.5 : -0.2795033750320531 space > 0.5 : 0.8511616559642748 space is missing : -0.014134679126866083 Class 4 (CLASS_LABEL=305) Decision Stump Classifications traffic <= 0.5 : -0.4737506596741967 traffic > 0.5 : 0.7349034720206362 traffic is missing : 0.02885278686245553 Class 5 (CLASS_LABEL=306) Decision Stump Classifications busi <= 0.5 : 0.2341599544878086 busi > 0.5 : -0.7130385135525704 busi is missing : -0.005891256323594966 Class 6 (CLASS_LABEL=307) Decision Stump Classifications power <= 0.5 : -0.5906865880751435 power > 0.5 : 0.4546660198798311 power is missing : -0.006210057931209869 Class 7 (CLASS_LABEL=310) Decision Stump Classifications drop <= 0.5 : -1.0000009114696995 drop > 0.5 : 0.6136152619903147 drop is missing : -0.09393010921459648 Iteration 23 Class 1 (CLASS_LABEL=301) Decision Stump Classifications africa <= 0.5 : 0.2773144202497311 africa > 0.5 : -0.681660429698581 africa is missing : 0.014169776126403237 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.34707692467119405 polio > 0.5 : 1.002412404934651 polio is missing : 0.14744247182431477 Class 3 (CLASS_LABEL=304) Decision Stump Classifications speci <= 0.5 : -0.27876758158627307 speci > 0.5 : 0.9263233931712429 speci is missing : 0.04543416369695828 Class 4 (CLASS_LABEL=305) Decision Stump Classifications includ <= 0.5 : 0.5266997033644063 includ > 0.5 : -0.9515771138644206 includ is missing : 0.2103744265651428 Class 5 (CLASS_LABEL=306) Decision Stump Classifications africa <= 0.5 : -0.4609150030889553 africa > 0.5 : 0.5503402800733921 africa is missing : -0.07595604556020441 Class 6 (CLASS_LABEL=307) Decision Stump Classifications hydroelectr <= 0.5 : -0.16003069427453812 hydroelectr > 0.5 : 1.001248238570611 hydroelectr is missing : 0.09354810726990988 Class 7 (CLASS_LABEL=310) Decision Stump Classifications fountain <= 2.0 : -0.7203181487375658 fountain > 2.0 : 1.0000127276264552 fountain is missing : -0.057984281109930626 Iteration 24 Class 1 (CLASS_LABEL=301) Decision Stump Classifications anti <= 0.5 : -0.36909596073951256 anti > 0.5 : 0.9057823640620848 anti is missing : -0.10657796148175883 Class 2 (CLASS_LABEL=302) Decision Stump Classifications civilian <= 0.5 : 0.5251039530810749 civilian > 0.5 : -0.9357049328248764 civilian is missing : 0.1739197542708583 Class 3 (CLASS_LABEL=304) Decision Stump Classifications endang <= 0.5 : -0.32554997862472657 endang > 0.5 : 0.7838792981029966 endang is missing : 0.2583070195456655 Class 4 (CLASS_LABEL=305) Decision Stump Classifications crash <= 0.5 : -0.6164341087857786 crash > 0.5 : 0.8467150578824111 crash is missing : -0.0559244886992052 Class 5 (CLASS_LABEL=306) Decision Stump Classifications china <= 0.5 : 0.17035914123697088 china > 0.5 : -1.0028597432388568 china is missing : -0.014252934016007881 Class 6 (CLASS_LABEL=307) Decision Stump Classifications violenc <= 0.5 : 0.2898777416344196 violenc > 0.5 : -0.9995961000479533 violenc is missing : 0.035499768554312944 Class 7 (CLASS_LABEL=310) Decision Stump Classifications force <= 0.5 : 0.515459486927493 force > 0.5 : -1.0000016663448155 force is missing : -0.009921526781760129 Iteration 25 Class 1 (CLASS_LABEL=301) Decision Stump Classifications cartel <= 0.5 : -0.1854145011432098 cartel > 0.5 : 0.9983252237212074 cartel is missing : 0.09816690002184597 Class 2 (CLASS_LABEL=302) Decision Stump Classifications poliomyel <= 0.5 : -0.41200574641029863 poliomyel > 0.5 : 1.000623589761577 poliomyel is missing : -0.024745494866740908 Class 3 (CLASS_LABEL=304) Decision Stump Classifications govern <= 1.5 : 0.43137549845753587 govern > 1.5 : -0.7737793183127093 govern is missing : 0.13086765664661232 Class 4 (CLASS_LABEL=305) Decision Stump Classifications vehicl <= 0.5 : -0.6880494358710014 vehicl > 0.5 : 0.672380525494186 vehicl is missing : 0.008856263574912305 Class 5 (CLASS_LABEL=306) Decision Stump Classifications troop <= 0.5 : -0.3489354512064785 troop > 0.5 : 0.8214645915902141 troop is missing : -0.0969903700082031 Class 6 (CLASS_LABEL=307) Decision Stump Classifications dam <= 0.5 : -0.44268533586462244 dam > 0.5 : 0.8338515679277844 dam is missing : -0.1214994587035499 Class 7 (CLASS_LABEL=310) Decision Stump Classifications cancer <= 0.5 : -1.000000238609201 cancer > 0.5 : 0.6926127981600131 cancer is missing : 0.04645105657907803 Iteration 26 Class 1 (CLASS_LABEL=301) Decision Stump Classifications 0 <= 1.5 : -0.8219829150279723 0 > 1.5 : 0.2479545742408862 0 is missing : 0.001300117208692391 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.5616008314016668 polio > 0.5 : 1.0006908731427935 polio is missing : 0.10592576654064256 Class 3 (CLASS_LABEL=304) Decision Stump Classifications protect <= 0.5 : -0.5903545068398031 protect > 0.5 : 0.615393726448448 protect is missing : -0.11763381486899903 Class 4 (CLASS_LABEL=305) Decision Stump Classifications headlin <= 1.5 : -1.0000883971786478 headlin > 1.5 : 0.408888164610503 headlin is missing : -0.08475671965065845 Class 5 (CLASS_LABEL=306) Decision Stump Classifications investig <= 0.5 : 0.23578334032300838 investig > 0.5 : -0.9590814278421107 investig is missing : 0.03358174517174051 Class 6 (CLASS_LABEL=307) Decision Stump Classifications station <= 0.5 : -0.3317962498798072 station > 0.5 : 0.6653827901265031 station is missing : -0.0033282281172720136 Class 7 (CLASS_LABEL=310) Decision Stump Classifications safe <= 0.5 : -1.0000014543084847 safe > 0.5 : 0.7028638051694401 safe is missing : -0.28549336458489005 Iteration 27 Class 1 (CLASS_LABEL=301) Decision Stump Classifications smuggler <= 0.5 : -0.20842883248707922 smuggler > 0.5 : 1.001968065793864 smuggler is missing : -0.009173979536919818 Class 2 (CLASS_LABEL=302) Decision Stump Classifications 0 <= 6.5 : -0.8034100041913482 0 > 6.5 : 0.5896515972313903 0 is missing : 0.30229734453234614 Class 3 (CLASS_LABEL=304) Decision Stump Classifications endang <= 0.5 : -0.4085020811185163 endang > 0.5 : 0.7473322137532405 endang is missing : 0.09077244131809227 Class 4 (CLASS_LABEL=305) Decision Stump Classifications road <= 0.5 : -0.547676665133981 road > 0.5 : 0.8104281910387211 road is missing : -0.041857570167705124 Class 5 (CLASS_LABEL=306) Decision Stump Classifications seate <= 0.5 : -0.2843665360783084 seate > 0.5 : 0.9391066476749671 seate is missing : -0.11013646165615837 Class 6 (CLASS_LABEL=307) Decision Stump Classifications hydro <= 1.5 : -0.14607399064013532 hydro > 1.5 : 0.9765949083797602 hydro is missing : 0.18327643331385654 Class 7 (CLASS_LABEL=310) Decision Stump Classifications follow <= 0.5 : 0.5050506234509755 follow > 0.5 : -1.0000003219126743 follow is missing : 0.0014178304600589314 Iteration 28 Class 1 (CLASS_LABEL=301) Decision Stump Classifications spanish <= 0.5 : -0.21814531714187607 spanish > 0.5 : 0.9302229852911095 spanish is missing : 3.9377702010607446E-4 Class 2 (CLASS_LABEL=302) Decision Stump Classifications poliomyel <= 0.5 : -0.40347360741566773 poliomyel > 0.5 : 1.0001927523543037 poliomyel is missing : -0.07793136083318636 Class 3 (CLASS_LABEL=304) Decision Stump Classifications mammal <= 0.5 : -0.2757079474116589 mammal > 0.5 : 1.0016830081694623 mammal is missing : -0.024247672722738166 Class 4 (CLASS_LABEL=305) Decision Stump Classifications driver <= 0.5 : -0.5158815385839968 driver > 0.5 : 0.8366921548038573 driver is missing : 0.05083205324530691 Class 5 (CLASS_LABEL=306) Decision Stump Classifications colombia <= 0.5 : 0.16906371067092568 colombia > 0.5 : -0.9975203283828864 colombia is missing : -0.00738432415150942 Class 6 (CLASS_LABEL=307) Decision Stump Classifications hydroelectr <= 0.5 : -0.17310127298729683 hydroelectr > 0.5 : 1.0004432209466585 hydroelectr is missing : 0.0534096129171537 Class 7 (CLASS_LABEL=310) Decision Stump Classifications think <= 0.5 : -1.0000000614232458 think > 0.5 : 0.4932770962805484 think is missing : -0.1770869691597238 Iteration 29 Class 1 (CLASS_LABEL=301) Decision Stump Classifications enforc <= 0.5 : -0.2487297158866135 enforc > 0.5 : 0.793536393890593 enforc is missing : 0.0499826952968035 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.5811738317608379 polio > 0.5 : 1.000588669439635 polio is missing : 0.21112673971083082 Class 3 (CLASS_LABEL=304) Decision Stump Classifications anim <= 0.5 : -0.35255635449438544 anim > 0.5 : 0.8509018642318968 anim is missing : 0.10312209590483734 Class 4 (CLASS_LABEL=305) Decision Stump Classifications crash <= 0.5 : -0.389040353892861 crash > 0.5 : 0.782476738404345 crash is missing : 0.1502358823456549 Class 5 (CLASS_LABEL=306) Decision Stump Classifications kill <= 0.5 : -0.4992204645677507 kill > 0.5 : 0.49819102690854344 kill is missing : -0.13725567305497652 Class 6 (CLASS_LABEL=307) Decision Stump Classifications fight <= 1.5 : 0.29500152846360816 fight > 1.5 : -0.9892049010279601 fight is missing : 0.09647937158592103 Class 7 (CLASS_LABEL=310) Decision Stump Classifications people <= 0.5 : 0.44377911173623424 people > 0.5 : -1.000000320892898 people is missing : -0.2295882320237716 Iteration 30 Class 1 (CLASS_LABEL=301) Decision Stump Classifications arrest <= 0.5 : -0.30617914779566596 arrest > 0.5 : 0.6786957850700264 arrest is missing : 0.02222109618849093 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.2842381686174933 polio > 0.5 : 1.0001862831033645 polio is missing : 0.1685577342564478 Class 3 (CLASS_LABEL=304) Decision Stump Classifications secur <= 0.5 : 0.27145093948980376 secur > 0.5 : -0.8776585515896712 secur is missing : 0.011265558377685014 Class 4 (CLASS_LABEL=305) Decision Stump Classifications presid <= 0.5 : 0.5749038702789222 presid > 0.5 : -0.7763184314037839 presid is missing : 0.18911835825231796 Class 5 (CLASS_LABEL=306) Decision Stump Classifications rwanda <= 0.5 : -0.23390688272370216 rwanda > 0.5 : 0.9162360679225418 rwanda is missing : -0.016250506982786704 Class 6 (CLASS_LABEL=307) Decision Stump Classifications electr <= 0.5 : -0.5876183599382716 electr > 0.5 : 0.7083471104233082 electr is missing : -0.06537897738922256 Class 7 (CLASS_LABEL=310) Decision Stump Classifications cancer <= 0.5 : -1.0000000336238501 cancer > 0.5 : 0.5434436620056704 cancer is missing : -0.05106097549740389 Iteration 31 Class 1 (CLASS_LABEL=301) Decision Stump Classifications crime <= 0.5 : -0.29346455087219336 crime > 0.5 : 0.6331567183981038 crime is missing : 0.011945532249654112 Class 2 (CLASS_LABEL=302) Decision Stump Classifications poliomyel <= 0.5 : -0.3157509187859242 poliomyel > 0.5 : 1.00009892178202 poliomyel is missing : 0.15699250610101007 Class 3 (CLASS_LABEL=304) Decision Stump Classifications endang <= 0.5 : -0.5098723755999932 endang > 0.5 : 0.7237180431400214 endang is missing : -0.03957069805478451 Class 4 (CLASS_LABEL=305) Decision Stump Classifications traffic <= 0.5 : -0.5636883914641263 traffic > 0.5 : 0.6210881071870116 traffic is missing : -0.03509583135110943 Class 5 (CLASS_LABEL=306) Decision Stump Classifications brief <= 0.5 : -0.15673707287468566 brief > 0.5 : 0.8625777654843954 brief is missing : 0.03686912269213684 Class 6 (CLASS_LABEL=307) Decision Stump Classifications hydropow <= 0.5 : -0.41544213222994564 hydropow > 0.5 : 0.9998862942175819 hydropow is missing : -0.12244409891351797 Class 7 (CLASS_LABEL=310) Decision Stump Classifications safe <= 0.5 : -1.0000000733375405 safe > 0.5 : 0.6899113133025337 safe is missing : 0.15616795032582556 Iteration 32 Class 1 (CLASS_LABEL=301) Decision Stump Classifications cartel <= 0.5 : -0.18324760640125753 cartel > 0.5 : 0.9946306397693145 cartel is missing : 0.0032036162818231836 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.4183797558671699 polio > 0.5 : 1.0001493004946338 polio is missing : 0.21137490480414378 Class 3 (CLASS_LABEL=304) Decision Stump Classifications space <= 0.5 : -0.3062938680269715 space > 0.5 : 0.8415684559345415 space is missing : 0.0069575875113054774 Class 4 (CLASS_LABEL=305) Decision Stump Classifications accid <= 0.5 : -0.5119401514914138 accid > 0.5 : 0.8650803003102185 accid is missing : 0.14582789295039245 Class 5 (CLASS_LABEL=306) Decision Stump Classifications africa <= 1.5 : -0.22935190540963304 africa > 1.5 : 0.8512201879197195 africa is missing : -0.030164735530640686 Class 6 (CLASS_LABEL=307) Decision Stump Classifications project <= 0.5 : -0.4276925302099009 project > 0.5 : 0.5586325087067119 project is missing : 0.03633378500719308 Class 7 (CLASS_LABEL=310) Decision Stump Classifications think <= 0.5 : -1.0000000314361916 think > 0.5 : 0.682605006009983 think is missing : -0.11829482510783973 Iteration 33 Class 1 (CLASS_LABEL=301) Decision Stump Classifications america <= 0.5 : -0.26182968840706555 america > 0.5 : 0.7026310260739205 america is missing : 0.018812673734213078 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.1796378008019998 polio > 0.5 : 1.0000490415583594 polio is missing : 0.1703077017271184 Class 3 (CLASS_LABEL=304) Decision Stump Classifications speci <= 0.5 : -0.3376687508076542 speci > 0.5 : 0.9543768204210691 speci is missing : 0.012676458471388501 Class 4 (CLASS_LABEL=305) Decision Stump Classifications headlin <= 1.5 : -1.0000070097129448 headlin > 1.5 : 0.44477803997600374 headlin is missing : 0.17101813515096514 Class 5 (CLASS_LABEL=306) Decision Stump Classifications smuggl <= 0.5 : 0.12553223690812768 smuggl > 0.5 : -1.0003751406173864 smuggl is missing : -0.022213610584545154 Class 6 (CLASS_LABEL=307) Decision Stump Classifications flow <= 0.5 : -0.28348262942031094 flow > 0.5 : 0.9201424243182228 flow is missing : -0.03076243882941327 Class 7 (CLASS_LABEL=310) Decision Stump Classifications unit <= 0.5 : 0.5093667861553844 unit > 0.5 : -1.0000000168063192 unit is missing : -0.1678940033451749 Iteration 34 Class 1 (CLASS_LABEL=301) Decision Stump Classifications crimin <= 0.5 : -0.37387644731460995 crimin > 0.5 : 0.6479220707282957 crimin is missing : -0.0017395204788411016 Class 2 (CLASS_LABEL=302) Decision Stump Classifications poliomyel <= 0.5 : -0.48828278548540516 poliomyel > 0.5 : 1.0000461089091734 poliomyel is missing : 0.11695078045480649 Class 3 (CLASS_LABEL=304) Decision Stump Classifications wildlif <= 0.5 : -0.17376293020763128 wildlif > 0.5 : 0.9137409366844491 wildlif is missing : 0.11358469761023895 Class 4 (CLASS_LABEL=305) Decision Stump Classifications highwai <= 0.5 : -0.4356816153590873 highwai > 0.5 : 0.8017411916203177 highwai is missing : 0.07398419564217092 Class 5 (CLASS_LABEL=306) Decision Stump Classifications civilian <= 0.5 : -0.27967750973983146 civilian > 0.5 : 0.7785665585300777 civilian is missing : -0.09265282872218394 Class 6 (CLASS_LABEL=307) Decision Stump Classifications dam <= 1.5 : -0.0677223493751509 dam > 1.5 : 0.9689714962974718 dam is missing : 0.15993189940726063 Class 7 (CLASS_LABEL=310) Decision Stump Classifications cancer <= 0.5 : -1.0000000049413904 cancer > 0.5 : 0.62681320230904 cancer is missing : -0.17384780385515922 Iteration 35 Class 1 (CLASS_LABEL=301) Decision Stump Classifications traffick <= 1.5 : -0.22824343624480856 traffick > 1.5 : 0.9823475841464012 traffick is missing : -0.008386378350212878 Class 2 (CLASS_LABEL=302) Decision Stump Classifications children <= 1.5 : -0.5747865538542176 children > 1.5 : 0.8500251784278454 children is missing : 0.2719132778621941 Class 3 (CLASS_LABEL=304) Decision Stump Classifications environ <= 0.5 : -0.2920093420875326 environ > 0.5 : 0.8545929460845522 environ is missing : -0.006566536621947798 Class 4 (CLASS_LABEL=305) Decision Stump Classifications car <= 2.5 : -0.5583814374465129 car > 2.5 : 0.9069724021581163 car is missing : -0.08567883681593966 Class 5 (CLASS_LABEL=306) Decision Stump Classifications civil <= 0.5 : -0.23464957301996925 civil > 0.5 : 0.6277360733590717 civil is missing : -0.0017838179937860023 Class 6 (CLASS_LABEL=307) Decision Stump Classifications power <= 0.5 : -0.6479972013971406 power > 0.5 : 0.49044915351401225 power is missing : 0.01016799356794634 Class 7 (CLASS_LABEL=310) Decision Stump Classifications think <= 0.5 : -1.0000000038427783 think > 0.5 : 0.40631864969796205 think is missing : -0.27413433902328327 Iteration 36 Class 1 (CLASS_LABEL=301) Decision Stump Classifications monei <= 0.5 : -0.2468182806165984 monei > 0.5 : 0.6607976625354159 monei is missing : 0.08359881547304442 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.3306926539788977 polio > 0.5 : 1.0000176863079249 polio is missing : 0.09656168412962271 Class 3 (CLASS_LABEL=304) Decision Stump Classifications anim <= 0.5 : -0.36463108821283013 anim > 0.5 : 0.7127215550358632 anim is missing : -0.05096808185615982 Class 4 (CLASS_LABEL=305) Decision Stump Classifications crashe <= 0.5 : -0.38312529056953937 crashe > 0.5 : 1.0000138458566656 crashe is missing : -0.05397420955895259 Class 5 (CLASS_LABEL=306) Decision Stump Classifications activ <= 0.5 : 0.17566770321175115 activ > 0.5 : -0.8276762561625811 activ is missing : -0.05129052778132657 Class 6 (CLASS_LABEL=307) Decision Stump Classifications hydroelectr <= 0.5 : -0.2885530434660071 hydroelectr > 0.5 : 1.0000426039479193 hydroelectr is missing : -0.03170169287098529 Class 7 (CLASS_LABEL=310) Decision Stump Classifications flame <= 1.5 : -0.6113912492743876 flame > 1.5 : 1.0000000186125955 flame is missing : 0.011357119232194375 Iteration 37 Class 1 (CLASS_LABEL=301) Decision Stump Classifications minist <= 1.5 : 0.18873822768978604 minist > 1.5 : -0.8762521719843029 minist is missing : -0.019300950888007318 Class 2 (CLASS_LABEL=302) Decision Stump Classifications prevent <= 0.5 : -0.39843455416066 prevent > 0.5 : 0.8614047242242947 prevent is missing : 0.2884313179577734 Class 3 (CLASS_LABEL=304) Decision Stump Classifications talk <= 0.5 : 0.35912597819876924 talk > 0.5 : -0.9407241472456919 talk is missing : 0.11932967142053234 Class 4 (CLASS_LABEL=305) Decision Stump Classifications column <= 0.5 : -0.47016181209718066 column > 0.5 : 0.7715604881117335 column is missing : 0.12689999928580958 Class 5 (CLASS_LABEL=306) Decision Stump Classifications people <= 0.5 : -0.49953555859729903 people > 0.5 : 0.3401160764954555 people is missing : -0.11977525720772439 Class 6 (CLASS_LABEL=307) Decision Stump Classifications electr <= 0.5 : -0.39764120943305864 electr > 0.5 : 0.815513693352374 electr is missing : 0.2519708906427561 Class 7 (CLASS_LABEL=310) Decision Stump Classifications call <= 0.5 : 0.6554837759382631 call > 0.5 : -1.0000000043035124 call is missing : 0.022790727836338752 Iteration 38 Class 1 (CLASS_LABEL=301) Decision Stump Classifications drug <= 0.5 : -0.2941743455285033 drug > 0.5 : 0.7231962305452281 drug is missing : -0.010556618323039165 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.12879442493834697 polio > 0.5 : 1.0000144666942161 polio is missing : 0.27127945095701395 Class 3 (CLASS_LABEL=304) Decision Stump Classifications endang <= 0.5 : -0.5222704306189008 endang > 0.5 : 0.5778896924764377 endang is missing : -0.023045409225434285 Class 4 (CLASS_LABEL=305) Decision Stump Classifications compani <= 1.5 : -0.4517501847748847 compani > 1.5 : 0.868073843938806 compani is missing : 0.12434916685776139 Class 5 (CLASS_LABEL=306) Decision Stump Classifications johannesburg <= 0.5 : -0.13737832479694337 johannesburg > 0.5 : 0.9719666359946929 johannesburg is missing : 0.013480174145429865 Class 6 (CLASS_LABEL=307) Decision Stump Classifications thousand <= 0.5 : 0.21239284750420326 thousand > 0.5 : -0.9129920049625205 thousand is missing : -0.021051559863771586 Class 7 (CLASS_LABEL=310) Decision Stump Classifications cancer <= 0.5 : -1.000000000499118 cancer > 0.5 : 0.7061652315821263 cancer is missing : 0.08788524297660268 Iteration 39 Class 1 (CLASS_LABEL=301) Decision Stump Classifications crime <= 0.5 : -0.33141591448909513 crime > 0.5 : 0.6428223965673545 crime is missing : -0.01061067928812767 Class 2 (CLASS_LABEL=302) Decision Stump Classifications poliomyel <= 0.5 : -0.3445229859419719 poliomyel > 0.5 : 1.0000103668001237 poliomyel is missing : 0.13408402101308822 Class 3 (CLASS_LABEL=304) Decision Stump Classifications force <= 0.5 : 0.2651011347100341 force > 0.5 : -0.9718688223236637 force is missing : -0.023539667434969894 Class 4 (CLASS_LABEL=305) Decision Stump Classifications di <= 0.5 : -0.5447313728616753 di > 0.5 : 0.7040016471891406 di is missing : 0.12371017909734909 Class 5 (CLASS_LABEL=306) Decision Stump Classifications africa <= 0.5 : -0.30557444904266573 africa > 0.5 : 0.5361267243190191 africa is missing : 0.02891829355087512 Class 6 (CLASS_LABEL=307) Decision Stump Classifications dam <= 0.5 : -0.35230115886342483 dam > 0.5 : 0.8706691583827201 dam is missing : -0.05535830347026771 Class 7 (CLASS_LABEL=310) Decision Stump Classifications safe <= 0.5 : -1.0000000044521518 safe > 0.5 : 0.5494211187324316 safe is missing : -0.18855317040894837 Iteration 40 Class 1 (CLASS_LABEL=301) Decision Stump Classifications false <= 0.5 : -0.2249169717900547 false > 0.5 : 0.9271059673797436 false is missing : -0.005186846058210988 Class 2 (CLASS_LABEL=302) Decision Stump Classifications polio <= 0.5 : -0.40242180913458386 polio > 0.5 : 1.00001542564129 polio is missing : 0.3219990637075323 Class 3 (CLASS_LABEL=304) Decision Stump Classifications industri <= 1.5 : -0.2827434674125232 industri > 1.5 : 0.8447247630951085 industri is missing : 0.015359240294116491 Class 4 (CLASS_LABEL=305) Decision Stump Classifications includ <= 0.5 : 0.41998033389399003 includ > 0.5 : -0.975300303866073 includ is missing : -0.01043713475248999 Class 5 (CLASS_LABEL=306) Decision Stump Classifications kill <= 0.5 : -0.38375989188674015 kill > 0.5 : 0.46904334866040437 kill is missing : -0.023672749426443773 Class 6 (CLASS_LABEL=307) Decision Stump Classifications power <= 2.5 : -0.46653087168901164 power > 2.5 : 0.7788183318661211 power is missing : 0.047419746374024706 Class 7 (CLASS_LABEL=310) Decision Stump Classifications 0 <= 4.5 : 0.5088350779121495 0 > 4.5 : -1.0000000022104027 0 is missing : -0.3379070851518687 Number of performed iterations: 40