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environment envision episode episodes epstein equal equality equally equals equate equipment equivalent er era eras erect erection ernie errands errythang ers es escalated escape escaped escapes escaping ese especially essay essential establishes estate esther etch eternal eternity ethiopia ethiopian ethnic eu eulogy europe european europeans euthanasia euthanized evade evangelical eve even event eventually ever everey everlasting every everybody everyday everyone everyrody everything everytime everywhere eves evidence evil evilheart evils evolution evolve evolved ewborn ewe ewoks eww ex exactly exam example examples except excess excessive exchange excited excitement exclaims exclusion exclusive excuse excuses execut execute executed execution exemptions exercise exfoliating exhaust exhaustively exi exis exist existence exists exit expect expected expecting expeditiously expelled expendable expensive experience experiments expert explain explained explains explode exploded exploder explodes exploding explorer explosion explosions explosive explosives export expose exposed exposing expression expressions exsist exsisted extended extensions extensive exterminate exterminated extinct extra extreme extremist extremists eye eyeballs eyebrows eyed eyelashes eyelids eyes eywant f150 fabric face faceapp facebook faceswap facetimeing fact factory facts fag faggot faggots fail fails fair faith fake falcon fall fallen fallonfox falls false falt fame families family famous fan fanarts fanatical fancy fanny fans far farm farmer farmersonly farmersownme farming farmville farrakhan farted farther fascist fashion fashioned fast fastball fasten faster fat father fathers fatty fault faulty favor favorite favour favoutrite fax fb fbi fear fears feature features february fed federal feds feed feel feeling feelings feels fees feet feisch feldman felicia fell felling fellow felon felons felony felt female females femboys femenist feminine feminism feminist feminists fences fertilizer 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nhere ni ni99ers nibba nibbas nibber niccep niccfps nice nicely nichiwa nicholson nickname nicknames niether nig nigar nigas nigger niggers night nights niglet niguana nikes nikker niles nine ninjas nintendo nipsey niqab niqqas nnies no noah nobel nobody nod noise noises noisy non nonchalantly none nonexistent nonpolitical nonsense noodles nooooo noose nooses nope nor normal normally normie norris north norway nose nosey nosler not notably nothin nothing nothings notice noticed notification notifications notifies notre notto november now nowadays nowhere nra nsa nsexual nsw nt nu nuclear nude nudes nuggers nuke nukes number numbered numbers nun nuns nuremberg nurse nurtured nut nuts nutsack nutshell nutting nutz nvm ny nyou nyt oat oath obama obamacare obedience obey object objectionable obligation obo obscene obsession obstacle obstacles obsticales obstruct obstructing obtain obviosly obvious obviously ocasio ocasto ocean october octopus of off offend offended offending offends 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package packages pacman pados pads paedophilia pagan page pages paid painful paint painted painting pair pakistanis palestine palestines palestinian palony pals pan pancakes pancreatic pancuronium panda pandit panties pants panty paparazzi paper parade parades paradise paradoxes paragraph paraniod paraplegic parasite parasites parcel parent parenthood parents paris park parking parkinson parkwhore parole part partial participates participating particular particularly parties partner parts party paso pass passed passenger passengers passing passionate passive past pasta paste pastor pastors pasture patches path pathetic patience patient patients patriarchy patricia patrick patriot patriotic patriots patrols pats patty paul pauline pavement paws pay paycheck payer paying payment pays pc pcp pd pea peace peaceful peacefully peacful peacfully peanut peanutbutter peanuts pearl peasant pedal peddle pedestal pedestrians pedofile pedophelia pedophil pedophile pedophiles pedophilia pee peed peeking peel peer pees peice pelosi pen penalty penatration pence pencil penis penny peope peopie people peoplehave peoples peopple pepper peppermint pepsi per percap percent perfect perfectly perferred performed perfume perhaps period periods peripherar perks permissible permission pero perpetuation persecuting person personal personality personally perverted perverts pesky pet peta petabytes pete peter petition pets petting petty pew pewdiepie pharmaceuticals pharmacies phase phenotype phiz pho phobia phone phones photo photobomb photos photoshop photoshopped phrase physiological pianist piano piazza pic picard picasso pick picked picker picking picks pics picture pictured pictures pie piece pied pies pig piggy pigs pijama pil pile pilgrim pilgrimage pill pillage pillaged pillowcases pillows pilot pimp pimpin pin pinata pineapple pink pinko pint pinyata pipe piped pipeline pipes pirate piscuit piss pissed pisser pisses pissing pistol pit pitbulls pitch pitchfork pitcure pits pity pix pizza pizzas place placed plain plan plane planes planet planned planning plans plant plantation plants plastic plate platform plating play playboy played player players playground playing plays playstation plead pleaded pleas pleasant please pleased pledge plenty plot pls pluck plug plumber plunger plus pm po poblem pocket pods point points poisoned poke pokeballs pokemon pokes poking poland polar poles police policeman policies policy polish polished polishing politcal politely political politician politicians politics poll polluted poo pooh pool poop pooped pooper poor poot pop popcorn pope popeye popped poppin pops popular populate population porch pork porki porkistan porkistani porn pornhub portaying ported portrait portraits portraying pos pose posing position positive positivity possible post posted poster posting posts pot potato potatoe potatoes potential pothead potions potter pound pounds pour pouring pours poverty pow powder power powerful powerhouse powers ppl practically practice practices practicing praise pray prayed prayer prayers praying pre preach preaching preadtor precious predators predatory predicted preditor predominantly preeze prefer preferably preference preferences preferred prefers pregnancy pregnant preists prejudice prematurley premier premiums prepare prepared prepares preparing prescribing present presented presents preserve preserving presidency president presidents press pressure pressuring presumably pretend pretending pretty prevent prey price priceless prices prick pride priests primaries primates prince princess print prior priority priscilla prison prisoner prisoners prisons pritt private privelege privilege privileges privledge prize prizes pro probably problem problems procedures proceedings proclivities produce production profile profit progeria programmed progress progressive progressives prohibit project prom promiscuity promiscuous promise promised promises promote promotion pronoun pronounce pronouncing pronouns proof propaganda proper properly property prophet prophets proposed propriety prosecute prosecuted prospective prostitute prostitutes prostitution protect protected protection protective protector protects protein protest protestants protested protesters protesting protestors protocal protocol protons proud prove proved provide proving proxy ps4 pssst psst psychic psychological psychopath psychopaths psychos psychosis pt pta puberty pubes pubg public pudding puerto puff puffs pug puke pull pulled pulling pulls pulsating pump punch punching punishing punishment punk puns pupper puppies puppy purchase purchases pure purification purifies purple purpose purposefully purposely purse pursue push pushed pusher pushes pushing pussies pussy put putin puto puts putting puzzle pygmy python quad quality quarter queef queen queensland queer queers question questioning questions quick quicker quickly quicksaving quiet quietly quit quite quokkas quote quran r250m rabbits race races racially racing racism racist racists radiation radical radicalized radio radius rag rage raid raids rail railed railroad rain raining raise raised raises raising rally rallying ram ramadan ramen ramit ramp ramsay ran ranch random randomly range ranger rap rape raped rapes raping rapist rapists rapper rappers raptors rare ras rascism rashida rat ratchet rate rates rath rather rating rationalize rats rave raw ray rays raysuss razor re reaces reach reached reaches react reaction reactor reacts read reading reads ready real realise realised realistic realistically reality realize realized realizes realizing really reap rearranged reason reassignment rebuild rebuilt received recipe recital reckon recognise reconstruction record recorded recording records recovery recruiter rectal red redneck ree refer refered referred referring refrigerator refuge refugee refugees refugess refund refuse refused refuses refusing regain regardless regimen register registered registration regualr regular regularly rehab rehabilitated reich reily reincarnated reindeer reinforcements reinstated rejection related relationsheep relationship relative relatives relax relaxed release released relics religion religious rellly rely remain remeber remebered remember remembered remembering remembers remind reminded reminder reminders reminds remington remorse remotely removable remove removed remover removers removes removin renso rent reoffend rep repaid reparations repeat repercussions replace replaced replied reply report reported reportin representative represents republican republicans repulsed require required requires reruns res rescheduled rescue rescued research reshare reside residents resign resisting resolution respect respects responded responds responisble response responses responsibility responsible responsibly rest restaurant restoration restraining restrict restriction restroom resturant result results resumes retard retardant retarded retards retarted retired retodd retreated retribution return returned returning returns rev revealed revenge reverse revert review reviewed revive revolution rex rez rhino ribbed ribs rican rice rich ricky rickyyy ricochets rid ridden ride rider rides ridiculous riding rifle rifles rigged rigging right righteous rightfully rights rigs rihanna rilis ring ringtone rinse riot rioting riots rip ripot ripped rise risking ritual river rivers rl roaches road roast roasting roasts rob robbed robber robbery robert robinson rock rocket rockets rockin rocks rod rode roger rohingya role roleplaying roll rolled roller rollin rolling romance romania romans romantic romney ronda roof rookie rooks room roommate root roots rope rosenbergs roses rosie rot rotating rotherham rotissified rotten rough round rousey route row rowe roy royalty rs rspca rub rubbed rubber rubbery rubs rude rudolf rug ruin ruined rule ruled rules ruling rumors run runner running runs runt runway rush rushed rushmore russ russia russian russians rusty rvives rx sa sack sacred sacrifice sacrificed sacrificing sad saddle sadiq safe safely safer safest safety saggin said sailing sailor sailors saint sake salad salary sale sales salesman salon salsa salt salts salty salute same samir sammich samuel samurai san sanctity sanctuary sand sanders sandwich sandwiches sandwichmaker sandy sank santa sarafina sarah sarcasm sargent saria sarsour sasha sassy satan satanic sauce saudi savage savages save saved saves saving savings savior saviour saw say saying says scalefrom scandal scandinavia scarecrow scared scares scarlett scavengers sceams scene scented schakowsky schedule schiff schnazi scholars school schoolers schoolmates schools schwarzenigger science scientific scientist scientists scissors scolds scored scout scouts scrabble scramble scrape scratches scream screamed screaming screams screen screenshot screwed scroll scrubs scum scumbag scumbags scummy sea seagulls seal search searches searching seasame seashell season seasons seat seatbelt seatbelts seated seattle second secondary seconds secret secretly secrets section secure security see seeds seeing seek seeking seem seemed seems seen sees segregation seized seizure seizures selassie select selective self selfie selfies selfish sell selling sellout sells semen semicolon semite semites semitic semitism semits sen senate senater senator send sending sends senior seniors sense sensitive sensual sent sentence separate separated separately sepasanmemes seperate seperately seperation serb serbian serial serious seriously serpentine serve server service services serving sesame session set setting settings settle settler seuss sever several sewage sewn sex sexbomb sexism sexist sexslave sexual sexually sexy sh shade shades shadow shadowy shag shagging shah shake shaker shakes shaking shall shallow sham shame shape shaped shard share sharia sharing shark sharks sharpened sharpener sharpton sharted shatner shave shaved shaves shaving shawarma shawty she shea sheckles sheen sheep sheeple sheet sheets sheik sheikh shel shelf shelter shepard sheriff shes shhhhhhh shhiiit shia shibe shield shift shiite shill shine shines ship shipped ships shirt shirts shit shitbox shitheads shithole shitkick shits shitter shitters shitting shitty shlomo shocked shoe shoes shoot shooter shooters shootin shooting shootings shoots shootzanigger shop shopping shore short shortly shorts shorty shot shotgun shots should shoulda shoulders shouldn shouldnt shout shouted shouting shoutout shouts shove shovel shoving show showed shower showered showers showing shows shrugs shuffling shunned shut shutters shutting shy shyquisha siamese siblings sicced sick sickest sicko side sidewalks sieg sighted sightings sign signal signed signs sikh sikhs silence silent silk silly silverman similar similarity simple simply simulator sin since sincerely sinday sing singing single singlehandedly sink sinks sinners sins sip sir sirens siri sis sister sisterfister sisters sit sites sittin sitting situation six sixty size sizes sjw sk skates skeleton skeletons sketch sketchy skidmark skill skilled skin skinned skinny skip skipped skittles skoal skul skull skyscraper slam slams slander slap slapped slapping slaughter slaughtered slave slavemaster slavery slaves slayer sleep sleepier sleeping sleeps sleepyhead sleeve sleevies slept slice slid slide slip slipped slips slit slogan sloooowly sloppy slow slowly slut sluts slutty smack smackahoe small smaller smart smarter smash smashed smeil smell smeller smelling smells smh smiiiiile smile smiles smiling smirked smite smoke smoked smokers smokes smokey smokin smoking smollet smollett smoochies smoothie smothered smudges smuggling smurf snack snail snake snakes snap sneaky sneeze sniffer sniggers snitching snooze snort snorting snow snowflake snowflakes snuffy snuggle so soap soars sober soccer social socialism socialist socialists socially societies society sociopathic sock soda sodomite soft soil sold solder soldier soldiers solid solo solultions solution solutions solved solvers solviets solving solzhenitsyn somali somalia some somebody someday somehow somehwere someone something somethings sometime sometimes somewhere somting son song sons soon sooo sore soros sorry sort soul souls sound sounds soup sour source sources south southern sovereign soviet soybeaner space spacky spam span spanish spank spasm spastic spastics spawn spay spayed speak speaker speaking speaks spear special specially species specific spectre speech speeches speed speeding spell spelled spend spending sperm sphincter spicy spiders spin spinner spirit spit spittin splendid split splitting spoke spokesman sponge spongebob sponsored spooks sport sporting sports sportsman spot spots spouse spray spread spreading spring sprinkler sprite spurs spy spyder squad squat squatted squatters squeaky squidward squigga squirrel squirrels squirted squirter squirts ss st stabbin stabbing stable stacey stacked staffer stairs stalin stalk stall stamp stampede stamps stand standard standards standing stands star starbucks stare stares staring starring stars start started starting starts starve starvi starving state states station statues status stay stayed std stds steak steal stealing steals steam steel step stephen stepped stereo stereotypes steroids steve steven stevie stfu stick sticker stickers sticking sticks sticky still sting stingy stink stir stirring stitches stock stoke stole stolen stomach stomp stone stoned stoner stones stood stop stopped stopping stops store stores stork storm storming story stove straight strange stranger strap strategies strategy straws stray strays streak stream streat street streets strength strengthen stress stricken strike string strip stripper strips strive stroke strollers strong stronger struck struggle struggling stuck student students studied studies study studying stuff stuffed stupid stupidest stupidity stupids stutters style styrofoam sub subdue subject submission submissive submit subs subsidized subtraction subversive subway succeed success successful successfully such suck suckas sucked sucker suckers suckin sucking sucks suddenly suffer suffered suffering sugar suggest suggested suicidal suicide suit suitcase suits sultry sum summary summer summers sumthin sun sunblock sunburnt sunday sundays sunglasses sunni sunscreen sunset super superhero superior superiority superman supermarkets supplies support supported supporter supporters supporting supports suppose supposed suppressors supremacist supremacists supremacy supreme suprise sure surely surgery surprise surprised surround surrounded surveillance survey survival survive survived survives surviving survivor survivors suspect suspected suspended suss swallow swallowed swallowing swamp swapped swear sweat sweater sweatin sweating sweaty swede sweden swedish sweep sweet sweeter sweetheart sweetie sweety swim swiming swimming swindlers swing switch switching swore symbol symbrachydactyly sympathizer symptoms synagogue syndrome synthetic syphilitic syrian system systematically systematig systems sytem ta taba table tac taco tag tagging tail taint tainted take taken takes taking talented taliban talk talked talkin talking talks tall talmudists tambourines tammy tampon tan tank tanks tanning tans tantrums tap tape tapes tapped tard tards target targeted targeting targets tarrant taste tasted tastes tasting tasty tattle tattoo tattoos taught tax taxes taxi tch tdi tea teach teacher teachers teaches teaching teaher team teamed teams teapot tears tease technicians technique technology tecnical teddy teef teenage teenager teenagers teepee teeth television tell telling tells telly temper temperature template temple temptations ten tendies tens tentacle tents tequila ter term terminigger termites terms terrible terribly terrier territory terror terrori terrorism terrorist terrorists terrorizes tese tesitfy test testify testimony testing testosterone tests texas text texting tf tfw th thai tham than thank thankful thankfully 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too took tool toolbars top torture tortured toshiba toss total totalinarism totality totally touch touches touching tough tour tourettes tourists tournament toward towards towel towels tower towers town toy toys tr trabajo tractor trade trades tradition traditional traditions traffic tragedy tragic tragically trail trailer trails train trained trainer training trains traitor traitors tranation trannies tranny trannys tranpa tranquilized trans transbender transexual transferred transfers transformation transforms transgender transgendered transgenderism transgenderman transgendershit transphobes transphobia transphobic transvestigation transwoman trapped trapping traps trash trashing trashy trauma traumatised travel trayvon treason treasonous treasure treat treated treats treaty tree trees trends trespassers tresspass trevor trial trials tribe tricare trick tricksters tried tries trigger triggered trim trip triple triples trivial trojan troll trolled trolls troop troops trouble truck truckload trucks trudeau true truly trump trumps trunk trust trusting truth truthful try tryin trying tryna trynna trys ts tube tuesday tuesdays tune turbulence turd turducken turkey turks turn turned turner turning turns turtles tutorial tv tvs tweeker tweekers tweet tweeted twenty twerk twerking twice twilight twin twins twisted twister twitter two tx ty tying type types typical tyranny tyreek tyrone uber uckin ufc ugh ugliest ugly uglyass uh uk ultimate ultimately umbilical umm umsunu un unacceptable unarmed unathi unattended unatural unbelievable unbleeble unborn unbothered unbreakable unbury uncensored uncertain uncircumcised uncivilized uncle unclean uncles unconscious uncooked uncover under undermine underpaid underprivileged underrated understan understand understanding understands underwater underwear undo undocumented undone uneducated unemployed unfollowed unfollowing unfortunately unfriended ungrateful unhumanrights unicorn uniqueness unite united unity university unlearn 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tree_sizes=3499 3537 3534 3540 3516 3522 3580 3520 3511 3556 3519 3564 3519 3534 3510 3556 3525 3523 3520 3543

Tree=0
num_leaves=31
num_cat=0
split_feature=965 4054 4989 4990 8213 7693 3973 3127 6271 8306 5133 7704 4052 2178 4135 4048 4762 2005 2250 2032 5366 634 965 8304 7610 4990 4729 4731 459 330
split_gain=186.234 141.665 119.74 99.8083 94.4262 85.1437 74.9041 64.728 50.8899 47.002 45.2059 42.7288 32.5553 32.1965 30.6247 28.3523 24.5449 17.2351 17.3546 16.9347 17.0477 15.8525 15.2195 13.2923 13.6007 12.4577 11.4535 11.53 10.8278 10.7593
threshold=0.11194855278077913 1.0000000180025095e-35 1.0000000180025095e-35 0.11580813632514277 1.0000000180025095e-35 1.0000000180025095e-35 0.1740462089696849 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.19514783988455109 0.27915368737470531 1.0000000180025095e-35 1.0000000180025095e-35 0.2313032829221835 1.0000000180025095e-35 0.30203370427127829 0.3015408113629528 0.1764683735911462 0.11660750400930538 0.36896049091364552 0.15863599419264537 1.0000000180025095e-35 0.070978584110995238 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 23 -2 24 26 -5 27 29 -4 -1
right_child=22 -3 28 25 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.63347753073597091 -0.41823516530747251 -0.34034509406306157 -0.46064785422782251 -0.37868666966776604 -0.4846585244641019 -0.39655035830177604 -0.38896777764241458 -0.41223554832188236 -0.31158891235953323 -0.4835269154618797 -0.31158891235953323 -0.34793353090149265 -0.46255886630305698 -0.4050465028960003 -0.39881599686023583 -0.42789169169380337 -0.42062276798541148 -0.46255886630305698 -0.53979930785555752 -0.44242953911058713 -0.44242953911058713 -0.73508272841366906 -0.54248413603786361 -0.51288218428423149 -0.66028266958866422 -0.54782893288226941 -0.52965662361128973 -0.47773573997991914 -0.32565779695642078 -0.49331200506933032
leaf_weight=1141.3886016011238 62.824523270130157 20.865078896284103 36.227279841899872 20.865078896284107 57.780218482017517 17.655066758394241 14.21576803922653 14.903627783060072 5.2735913693904868 23.845804452896118 4.5857316255569449 5.5028779506683341 11.922902226448057 6.4200242757797232 5.7321645319461814 6.8785974383354178 5.5028779506683341 5.9614511132240287 19.718645989894867 4.5857316255569449 4.5857316255569449 15.820774108171461 11.69361564517021 8.9421766698360425 186.40999057888985 5.5028779506683341 11.005755901336668 4.8150182068347922 7.1078840196132651 5.5028779506683341
leaf_count=4978 274 91 158 91 252 77 62 65 23 104 20 24 52 28 25 30 24 26 86 20 20 69 51 39 813 24 48 21 31 24
internal_value=-0.592426 -0.599289 -0.602547 -0.606948 -0.61015 -0.614885 -0.617432 -0.619598 -0.62168 -0.622786 -0.625068 -0.626059 -0.627118 -0.628487 -0.629492 -0.630422 -0.631407 -0.632231 -0.632952 -0.63428 -0.634918 -0.635561 -0.437733 -0.634401 -0.635207 -0.413986 -0.631186 -0.632157 -0.438507 -0.632805
internal_weight=0 1679.52 1658.66 1615.32 1588.96 1531.18 1513.52 1499.3 1484.4 1479.13 1455.28 1450.7 1445.19 1433.27 1426.85 1421.12 1414.24 1408.74 1402.78 1383.06 1378.47 1373.89 74.5181 1358.06 1349.12 26.368 1162.71 1151.71 43.3352 1146.89
internal_count=7650 7325 7234 7045 6930 6678 6601 6539 6474 6451 6347 6327 6303 6251 6223 6198 6168 6144 6118 6032 6012 5992 325 5923 5884 115 5071 5023 189 5002
is_linear=0
shrinkage=1

Tree=1
num_cat=0
split_feature=965 4054 4989 4990 8213 7693 3973 3127 6271 8306 5133 7704 4052 2178 4135 4048 4762 634 3692 2250 2005 2032 5366 3978 7610 1268 7538 3182 8398 6071
split_gain=144.923 108.111 93.6386 77.7389 75.0773 66.2936 58.2883 50.7063 39.0274 37.5881 34.7258 33.0837 25.9363 25.288 24.0293 22.4189 19.602 14.7909 14.0261 13.6153 13.7978 13.3018 13.3964 12.5266 12.5748 10.2317 10.6472 11.0932 10.5573 11.1916
threshold=0.11194855278077913 1.0000000180025095e-35 1.0000000180025095e-35 0.11580813632514277 1.0000000180025095e-35 1.0000000180025095e-35 0.1740462089696849 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.19514783988455109 0.24555820106941528 0.30203370427127829 0.22508702306993869 1.0000000180025095e-35 1.0000000180025095e-35 0.2313032829221835 1.0000000180025095e-35 1.0000000180025095e-35 0.12015464809632016 0.24120384502436529 0.16619668990135747 0.18948182845388467 0.16547548241553292 1.0000000180025095e-35
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 19 -2 20 21 22 23 24 25 26 27 28 29 -1
right_child=18 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.01616179223433532 0.073209385846724914 0.1066992380778415 0.066499537396492489 0.076695566619210134 0.047063404196636349 0.083821472009480355 0.086929828632962627 0.077366905476611708 0.11827966181542687 0.047544041250620867 0.11827966181542687 0.10363072000111387 0.056406197337305522 0.080329490323148553 0.08289123304460505 0.070888967287079677 0.070971426129342166 -0.067357174772625747 -0.0039911281251070714 0.023321642618116225 0.056406197337305522 0.0648398403055086 0.0648398403055086 0.058304302765470967 -0.032022803683572507 0.05390291482084153 -0.039353867842378577 0.029635036154288169 -0.032570654768015038 0.057222667761934909
leaf_weight=980.71327736973763 71.030933022499084 22.103703290224075 45.024599477648735 27.524918451905251 59.440581500530243 18.512624457478523 14.92820084095001 15.578719079494475 5.6126642674207678 24.537624597549438 4.8805776238441458 5.822015404701232 12.328693509101866 6.7205622792243949 6.0079205781221381 7.1669143438339225 6.1952606439590445 15.114606633782385 6.4148791134357444 20.006850183010101 6.1643467545509329 4.7630867362022391 4.7630867362022391 5.1982973217964163 173.4227529168129 4.9831318855285636 55.06457594037056 12.699965074658392 103.34433217346668 5.2231356203556052
leaf_count=4326 298 91 189 115 252 77 62 65 23 104 20 24 52 28 25 30 26 69 27 86 26 20 20 23 772 22 243 56 456 23
internal_value=0 -0.00314712 -0.00461709 -0.00660997 -0.00806196 -0.010218 -0.0113777 -0.0123651 -0.0133155 -0.0138197 -0.0148649 -0.0153175 -0.0158018 -0.0164298 -0.0168907 -0.0173175 -0.0177698 -0.0181649 0.0668148 -0.0176247 -0.0182286 -0.0185694 -0.0188647 -0.0191621 -0.0194636 -0.0175893 -0.0178972 -0.016825 -0.0173667 -0.015773
internal_weight=0 1673.85 1651.74 1606.72 1579.19 1519.75 1501.24 1486.31 1470.73 1465.12 1440.58 1435.7 1429.88 1417.55 1410.83 1404.82 1397.66 1391.46 77.4458 1376.35 1356.34 1350.18 1345.41 1340.65 1335.45 1162.03 1157.05 1101.98 1089.28 985.936
internal_count=7650 7325 7234 7045 6930 6678 6601 6539 6474 6451 6347 6327 6303 6251 6223 6198 6168 6142 325 6073 5987 5961 5941 5921 5898 5126 5104 4861 4805 4349
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Tree=2
num_cat=0
split_feature=965 4054 4989 4990 8213 7693 3973 3127 6271 8306 5133 7704 5366 2178 4168 4052 4762 634 6099 4048 965 2250 8304 396 2005 3978 7610 4989 4731 7693
split_gain=114.538 85.4029 74.2521 61.6143 60.0999 52.631 46.7379 40.4056 31.0638 30.2856 27.664 26.3434 20.8702 20.1177 19.8049 19.1586 15.8074 12.8884 12.6044 12.2837 11.6699 11.5983 11.4761 11.3996 11.2839 11.334 11.7032 9.74317 9.14402 9.04117
threshold=0.11194855278077913 1.0000000180025095e-35 1.0000000180025095e-35 0.11580813632514277 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.25763620034430434 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.24555820106941528 0.28276930476028816 0.18790294566038393 0.19514783988455109 0.2219995911621275 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.11133810709398596 0.26420620864457461 1.0000000180025095e-35 0.34432491937441273
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 21 -2 22 23 24 25 26 28 -4 -1 -7
right_child=20 -3 27 -5 -6 29 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016115867619760898 0.078226208059547955 0.093527810787797802 0.077356554745265316 0.06718361293451712 0.041458488319014233 0.10019682541791355 0.072909083189805185 0.067761535412518323 0.10389579522093934 0.041875925510923784 0.10389579522093934 0.09080309925429085 0.077918161380273465 0.070341701531337467 0.035586412519281567 0.047913756172076549 0.062164187778885133 -0.060055813011267417 -0.045272416091512696 0.053755716974444527 0.03986102137789399 0.02192111194443936 0.040432883727949072 0.052963815141180676 0.049565829297379495 0.056615883517530885 -0.029493050154473496 0.030585818163972656 0.052212649883436428 0.029013813337881795
leaf_weight=1069.5087271481752 38.779285550117493 22.658588945865631 27.360340490937233 28.236286744475365 60.657655835151672 11.844166517257692 16.663047313690186 15.983576849102972 5.7419154196977606 25.04339611530304 4.9929699301719657 5.9704145193099967 6.089507743716239 6.8965125679969779 18.888387575745583 11.640385866165159 6.3559725880622855 17.061002478003502 36.578986972570419 6.3687696456909171 40.545220002532005 20.008606612682343 8.8083754628896695 5.822898641228675 6.3052090108394614 5.1387038826942435 182.65163612365723 18.776751294732094 4.918874815106391 7.1558506041765204
leaf_count=4769 158 91 112 115 252 48 68 65 23 104 20 24 25 28 83 48 26 81 164 26 167 85 38 26 26 22 829 77 21 29
internal_value=0 -0.00288015 -0.00421096 -0.00601941 -0.0073384 -0.00930324 -0.0103595 -0.0113029 -0.0121716 -0.0126315 -0.0135901 -0.0140035 -0.0144463 -0.0148461 -0.0152657 -0.0159611 -0.016504 -0.0168708 -0.0163235 -0.0155149 0.0586166 -0.0158534 -0.0164424 -0.0168356 -0.017156 -0.0174893 -0.0177922 0.0583219 -0.0158031 0.0733876
internal_weight=0 1664.13 1641.47 1595.33 1567.1 1506.44 1487.44 1470.77 1454.79 1449.05 1424.01 1419.01 1413.04 1406.95 1400.06 1381.17 1369.53 1363.17 1346.11 1309.53 79.3245 1303.16 1283.15 1274.35 1268.52 1262.22 1257.08 46.1371 1074.43 19
internal_count=7650 7325 7234 7045 6930 6678 6601 6533 6468 6445 6341 6321 6297 6272 6244 6161 6113 6087 6006 5842 325 5816 5731 5693 5667 5641 5619 189 4790 77

Tree=3
num_cat=0
split_feature=965 4054 4989 4990 8213 7693 3973 3127 6271 8306 5133 7704 4135 4052 2178 661 634 4762 4048 3136 6099 450 450 3215 3215 3692 1825 2250 8304 7521
split_gain=91.56 69.0022 59.4761 49.4168 48.3426 42.3578 37.5831 32.4715 25.265 24.42 22.505 21.3052 17.6213 17.0387 16.4325 15.0074 13.6429 12.5138 12.3531 11.294 10.6168 10.4847 18.6577 10.603 19.6916 10.0326 9.79286 9.85018 9.92703 9.58085
threshold=0.11194855278077913 1.0000000180025095e-35 1.0000000180025095e-35 0.11580813632514277 1.0000000180025095e-35 1.0000000180025095e-35 0.1740462089696849 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.30203370427127829 0.27915368737470531 0.19514783988455109 1.0000000180025095e-35 0.18790294566038393 0.13139510952393085 0.23323553944503381 1.0000000180025095e-35 0.25860540723141928 0.22508702306993869 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.088039357604118781
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 23 -23 26 -25 -2 27 28 29 -1
right_child=25 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.024195444917872899 0.07634104344354789 0.11184581986476334 0.068972356890981315 0.079523631946185558 0.049001861889263892 0.087099607813628993 0.090747824111364131 0.080214347961595281 0.12504490125475659 0.049493014108101842 0.12504490125475659 0.10842796122829325 0.094837324628997868 0.058581834194471306 0.083321511380876484 0.10212830466906642 -0.086477372799073443 0.07739553780995384 0.069291608381319064 0.077428414722507832 -0.056217314674650395 0.046350080209071699 -0.052082318570217903 0.14305738763568501 -0.0079951473857697054 -0.0099930529771487496 0.067110639697601157 0.024358467339853203 0.047510292289169267 0.0027343804899169618
leaf_weight=1143.1857957094908 73.878143489360809 22.729463294148445 46.771138235926628 28.602718040347099 61.532821476459503 19.194892525672913 15.481410771608351 16.189704239368439 5.7247372716665259 25.4057936668396 4.978032410144805 5.9974873065948477 6.1793610453605643 12.796841025352476 6.9812132716178885 4.5147280395030966 13.431835412979124 5.9644049406051627 6.946366384625434 5.2844074070453635 35.460204020142555 26.614263072609901 12.615376368165014 4.9150986075401333 17.465528801083565 6.509400099515914 5.5657785832881919 20.455599591135979 8.9882361441850644 61.894728869199753
leaf_count=5164 298 91 189 115 252 77 62 65 23 104 20 24 25 52 28 20 68 24 28 24 164 119 57 22 79 27 25 86 38 280
internal_value=0 -0.00350928 -0.00511869 -0.00730866 -0.00890712 -0.011295 -0.0125772 -0.0136747 -0.0147292 -0.0152866 -0.0164536 -0.0169549 -0.0174923 -0.0179905 -0.0187005 -0.0192191 -0.0196193 -0.0189568 -0.0193826 -0.0198415 -0.0202259 -0.0192454 0.0146964 -0.0203001 0.0251781 0.0693501 -0.0211209 -0.0215187 -0.0222917 -0.0228123
internal_weight=0 1651.87 1629.14 1582.37 1553.76 1492.23 1473.04 1457.56 1441.37 1435.64 1410.24 1405.26 1399.26 1393.08 1380.28 1373.3 1368.79 1355.36 1349.39 1342.45 1337.16 1301.7 39.2296 1262.47 22.3806 80.3875 1240.09 1234.52 1214.07 1205.08
internal_count=7650 7325 7234 7045 6930 6678 6601 6539 6474 6451 6347 6327 6303 6278 6226 6198 6178 6110 6086 6058 6034 5870 176 5694 101 325 5593 5568 5482 5444
shrinkage=0.0666667

Tree=4
num_cat=0
split_feature=965 4054 4989 4990 8213 7693 3973 3127 6271 8306 5133 7704 5366 4168 1088 3182 1268 634 330 4762 3462 6099 965 396 596 596 4990 7765 8241 8398
split_gain=73.7849 56.6351 47.953 40.0007 38.2526 34.3543 30.7068 26.3217 20.9012 19.7858 18.6148 17.4554 15.6133 14.7041 13.5079 13.2918 12.7468 14.6083 11.7092 10.524 9.89341 10.0572 9.67106 9.52757 9.33469 12.4285 8.85651 8.38918 8.67428 9.87549
threshold=0.11194855278077913 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.11437799172119154 1.0000000180025095e-35 0.14109672774708773 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.25763620034430434 1.0000000180025095e-35 1.0000000180025095e-35 0.18948182845388467 1.0000000180025095e-35 0.28276930476028816 1.0000000180025095e-35 0.24555820106941528 0.18068308055972801 0.18790294566038393 0.3015408113629528 1.0000000180025095e-35 0.14302363333679893 0.21573171597529553 0.36896049091364552 1.0000000180025095e-35 1.0000000180025095e-35 0.1622287232931148
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 23 -2 24 27 -26 -5 28 29 -1
right_child=22 -3 -4 26 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.024151191755313255 0.10787457176542084 0.15290466449499773 0.092416708169643133 0.13393969344472687 0.065153348309519424 0.11744000651264802 0.11887779305496352 0.10785810684178732 0.17259100155318954 0.066121144009166966 0.17259100155318954 0.14790093305960972 0.13426007387196007 0.062378641230272036 0.11603052665413799 0.056714998056483626 0.11516478859631873 -0.12743448390558065 0.11849523276678481 0.099237177515402064 -0.074754790279285874 -0.081788294382348789 0.012331893597061098 0.1085916199637115 0.1447569371141959 -0.019271270244819127 -0.0026243278891583946 -0.088492846761217159 0.060647766173102607 -0.058292141244691856
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leaf_count=4879 274 91 189 93 249 77 66 65 23 104 20 24 25 83 27 82 27 78 24 26 207 155 51 23 33 56 24 100 52 423
internal_value=0 -0.0048084 -0.00700045 -0.0099857 -0.0121843 -0.0153972 -0.0171469 -0.0186944 -0.0201363 -0.0208967 -0.0224973 -0.0231813 -0.0239153 -0.0246285 -0.025855 -0.0265557 -0.0277362 -0.0284053 -0.0272936 -0.0279057 -0.0285391 -0.0268928 0.0930552 -0.0254336 -0.0260148 0.0422479 0.105999 -0.0271378 -0.0259965 -0.0268477
internal_weight=0 1638.2 1615.75 1568.64 1539.46 1478.06 1458.84 1442.43 1426.18 1420.58 1394.92 1390.05 1384.11 1377.9 1358.74 1352.07 1333.16 1326.95 1312.22 1306.73 1300.26 1255.53 80.8435 1223.02 1217.74 19.7082 29.1815 1198.03 1176.15 1164.71
internal_count=7650 7325 7234 7045 6928 6679 6602 6536 6471 6448 6344 6324 6300 6275 6192 6165 6083 6056 5978 5954 5928 5721 325 5566 5543 89 117 5454 5354 5302
shrinkage=0.1

Tree=5
num_cat=0
split_feature=965 4054 4990 4989 8213 7693 3973 3127 6271 8306 5133 7704 4135 5366 2178 3182 558 7765 4989 330 4052 4048 2005 8398 2250 1825 3978 965 3188 6569
split_gain=59.8053 47.0157 39.319 32.535 31.6724 28.0675 25.1343 21.462 17.507 16.0798 15.5844 14.4311 13.4155 12.7749 11.1007 10.6765 10.1648 10.3496 9.89127 9.48868 9.42045 9.39112 10.685 8.61228 8.55922 8.23076 8.14307 8.10817 8.0497 8.38008
threshold=0.11194855278077913 1.0000000180025095e-35 0.11580813632514277 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.25763620034430434 1.0000000180025095e-35 0.18948182845388467 0.096861868135109788 1.0000000180025095e-35 0.26420620864457461 1.0000000180025095e-35 1.0000000180025095e-35 0.19514783988455109 1.0000000180025095e-35 0.10331311946347162 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.2219995911621275 0.25935225763520126 0.12132330649638727
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 19 -5 20 21 22 24 -6 25 26 28 -2 29 -1
right_child=27 -3 -4 18 23 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.031401379140384676 0.11622242571292817 0.14099141293910869 0.098352942462452311 0.12392745146210649 0.041314350433928004 0.1063910452314259 0.10599295939899711 0.097356174838522574 0.16108399694518583 0.059100635547686291 0.16108399694518583 0.13599136169670223 0.12454542500462179 0.12024763707700255 0.10271609044912705 0.05030192664038477 0.0081537545122276553 -0.097452283373612628 0.024786860165717517 0.10317365881631368 0.089550509506862885 0.090484756167425531 0.1039807133943766 0.13821269852311391 0.037443871103437602 0.095615326189676719 0.091479627901060151 0.052868932312868822 -0.13254498209726437 0.026629843333120008
leaf_weight=1135.0376281291246 39.387109667062759 21.944866210222244 35.062054246664047 22.468169376254082 51.381227090954781 19.095719709992409 16.790236443281174 16.204266771674156 5.4144016653299323 25.825265884399414 4.7081753611564627 5.8184455633163443 6.2328698635101309 6.2406684160232535 6.9704037904739371 19.164605394005775 87.098383098840714 20.613227754831314 18.22769495844841 5.6603530347347251 6.9429409503936759 6.7354291379451743 6.1099795997142783 11.165733247995375 19.308400571346283 5.2197427451610556 5.4709627032279959 41.472288489341736 7.7255001217126837 25.442048504948616
leaf_count=5256 158 91 141 90 207 77 68 65 23 104 20 24 25 25 28 82 399 97 73 24 28 27 25 45 81 23 23 167 36 118
internal_value=0 -0.00438731 -0.0063786 -0.00872189 -0.0110746 -0.0140522 -0.0156442 -0.0170745 -0.0183879 -0.0190789 -0.0205414 -0.021163 -0.0218304 -0.0224994 -0.0231556 -0.0238053 -0.024872 -0.0271838 0.0795223 -0.0260001 -0.0266004 -0.0272663 -0.0279249 0.0586124 -0.0285975 -0.0296792 -0.0302364 0.0837288 -0.0308064 -0.0301291
internal_weight=0 1624.08 1602.13 1567.07 1526.38 1463.83 1444.73 1427.94 1411.74 1406.33 1380.5 1375.79 1369.97 1363.74 1357.5 1350.53 1331.36 1244.27 40.6959 1223.65 1217.99 1211.05 1204.31 62.547 1198.2 1178.9 1173.68 80.8594 1168.21 1160.48
internal_count=7650 7325 7234 7093 6930 6678 6601 6533 6468 6445 6341 6321 6297 6272 6247 6219 6137 5738 163 5641 5617 5589 5562 252 5537 5456 5433 325 5410 5374

Tree=6
num_cat=0
split_feature=965 4054 4990 4989 8213 7693 3973 3127 6271 8306 5133 7704 4168 4052 2178 661 634 4762 2032 4989 3622 4048 3978 2005 3136 7693 6099 8304 4731 2250
split_gain=64.4221 49.6784 42.1561 35.1489 34.1765 30.0417 26.9273 23.0585 18.3731 17.3366 16.3602 15.3073 14.1496 14.874 12.0368 11.4258 11.8761 10.9127 10.4328 9.75418 9.27923 9.3142 9.26852 9.34534 9.16297 8.95898 8.82889 10.0244 8.66059 8.72426
threshold=0.11194855278077913 1.0000000180025095e-35 0.11580813632514277 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.30203370427127829 0.24555820106941528 0.2313032829221835 0.26420620864457461 1.0000000180025095e-35 0.19514783988455109 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.34432491937441273 0.18790294566038393 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 20 -5 21 22 23 24 26 -7 27 28 29 -1
right_child=-2 -3 -4 19 -6 25 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0099805021412251831 0.029016267106303621 0.048144908289568064 0.033978460837831209 0.042312289386065738 0.020396050942940544 0.054366817251842267 0.036577967710669339 0.033669438398777549 0.054668253402079627 0.020565661146033577 0.054668253402079627 0.046509930358926782 0.021110391993835385 0.028110910433280234 0.035437497415138394 0.043424996032325719 -0.041122518271084901 0.034893081706885459 0.040403629990345621 0.0094871130992405447 0.039459104143150805 0.030240201503784557 0.035309256207919054 0.03106847746391778 0.03355856693155769 0.0073428455854193022 -0.026488685496824638 0.026162875288375131 0.034179670526621367 0.011958918071094332
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leaf_count=5574 325 91 141 90 252 48 68 65 23 104 20 24 83 51 28 20 68 26 20 73 20 27 22 26 24 29 162 38 22 86
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internal_weight=0 1628.43 1606.3 1571.2 1530.51 1468.12 1448.95 1432.12 1415.89 1410.42 1384.65 1379.89 1374.03 1355.04 1342.4 1335.41 1330.71 1318.34 1311.87 40.6838 1307.05 1302.62 1295.89 1290.69 1284.33 19.1743 1278.85 1245.21 1236.36 1231.32
internal_count=7650 7325 7234 7093 6930 6678 6601 6533 6468 6445 6341 6321 6297 6214 6163 6135 6115 6047 6021 163 6001 5981 5954 5932 5906 77 5882 5720 5682 5660
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Tree=7
num_cat=0
split_feature=965 4054 4989 8213 4990 7693 3973 3127 6271 459 7502 4168 5152 3164 634 8398 2178 4989 7704 4386 558 5824 6071 3454 3692 8401 705 7693 4211 330
split_gain=50.4521 40.4148 34.187 25.0151 25.8076 23.7235 21.9785 18.1019 15.094 13.5743 17.4936 12.1819 11.946 10.8736 10.8424 10.7821 10.3573 10.1763 9.26087 8.97831 8.56599 8.13183 8.13278 8.8379 7.83587 7.74257 7.52321 7.52216 7.38945 7.24243
threshold=0.11194855278077913 1.0000000180025095e-35 0.17896824493663685 1.0000000180025095e-35 0.11580813632514277 1.0000000180025095e-35 0.14109672774708773 1.0000000180025095e-35 1.0000000180025095e-35 0.058112627868224041 0.11931213489973441 1.0000000180025095e-35 0.19122119224844783 0.18858595091712779 0.28276930476028816 0.1622287232931148 1.0000000180025095e-35 0.26420620864457461 0.25629639769059143 0.16834740849304536 0.1637620913043136 1.0000000180025095e-35 0.20074107565064417 0.14627034693983468 0.22508702306993869 0.17329935019097656 0.29698743330569011 0.34432491937441273 0.16221760067906407 1.0000000180025095e-35
left_child=1 2 3 4 5 6 7 8 9 12 11 13 14 20 15 16 18 -4 19 21 25 22 23 26 -2 -11 28 -7 29 -1
right_child=24 -3 17 -5 -6 27 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014484629965882659 0.057570286486796268 0.08837678225530704 0.089117586399250437 0.03577048907544772 0.053343093077247446 0.098631046258464763 0.067213851133435393 0.059927678114887722 0.10209791071255288 -0.010525899294686343 0.053045767615163587 0.086000607413271174 0.089886694015809079 -0.097068315902194904 -0.076170056922180443 -0.035131543395875209 0.070658247333940771 0.021895949268572096 0.080338961904581577 -0.065747030597454598 0.064280983379749135 0.076611705080606579 0.072447562168142646 0.054301155487593185 -0.018091738607275639 0.054871564970502197 -0.098898703006875754 0.012055872620597711 0.030140533982605411 0.063627942683543631
leaf_weight=1003.1953817009926 74.057376265525818 21.382910341024399 20.871747896075249 62.744491145014763 30.64471635222435 11.721063852310182 16.429032891988754 16.109812259674072 5.2118186503648749 152.68902340531349 28.086450710892677 6.5164129585027686 4.8693436533212653 5.7404363453388205 12.636680588126181 99.054440185427666 6.6721951067447653 19.231080040335655 4.7376188635826102 14.191988110542296 7.8397525548934928 4.5454541295766822 4.9558892995119086 8.5603798031806928 6.6278829723596564 8.4935858696699125 4.5877904593944541 7.200520694255828 17.084315150976181 5.3033412545919409
leaf_count=4625 298 91 84 252 124 48 67 65 23 705 128 27 22 27 72 468 27 77 20 66 35 21 22 39 27 39 21 29 79 22
internal_value=0 -0.00266581 -0.00389025 -0.00546277 -0.00720253 -0.00847647 -0.00945264 -0.010339 -0.0111447 -0.0115663 0.00408798 -0.00349728 -0.0143196 -0.00683441 -0.0147476 -0.0140858 -0.0121445 0.0568818 -0.0126622 -0.0130769 -0.00376983 -0.0123638 -0.0127513 -0.0131578 0.051355 -0.00707975 -0.0137184 0.0656853 -0.0133373 -0.0140739
internal_weight=0 1611.31 1589.92 1549.82 1487.08 1456.43 1437.51 1421.08 1404.97 1399.76 209.366 181.279 1190.39 174.763 1185.53 1172.89 1073.83 40.1028 1067.16 1062.42 169.022 1048.23 1043.69 1038.73 80.6853 161.183 1030.17 18.9216 1025.58 1008.5
internal_count=7650 7325 7234 7073 6821 6697 6620 6553 6488 6465 961 833 5504 806 5482 5410 4942 161 4915 4895 779 4829 4808 4786 325 744 4747 77 4726 4647

Tree=8
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split_feature=965 4054 4989 4168 8213 7693 4990 3127 7261 5133 7103 3973 6271 5366 396 8306 4052 7704 4762 8225 4729 6099 2032 2178 4989 8304 1268 634 7765 2306
split_gain=41.1664 34.0208 27.9334 21.5158 19.752 19.4863 18.333 14.8837 13.2061 13.1832 12.9067 12.8867 12.7214 11.1432 10.1162 9.94413 9.9034 9.7382 8.90443 9.11372 9.55085 9.25111 9.35882 9.31477 8.52143 8.29348 8.21979 12.6863 8.05442 8.14178
threshold=0.11194855278077913 1.0000000180025095e-35 0.17896824493663685 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.11580813632514277 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.23231490660867626 1.0000000180025095e-35 1.0000000180025095e-35 0.25763620034430434 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.27915368737470531 0.19948176061132081 0.15863599419264537 0.18790294566038393 0.2313032829221835 1.0000000180025095e-35 0.26420620864457461 1.0000000180025095e-35 0.24120384502436529 0.27087309542289195 1.0000000180025095e-35 0.19555607499529756
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 25 -4 26 27 28 29 -1
right_child=-2 -3 24 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020127128677907787 0.069787265355612194 0.1239929395743668 0.12212353770455305 0.083990902322780461 0.046224390150860328 0.09038645839513676 0.066497136645901192 0.081787523585166208 0.14980857567929948 0.15396279822475667 0.15073070557423138 0.077496029504337871 0.14560020583022137 0.11485536417209673 0.11089263717969022 0.043759952240687211 0.069596736761340608 0.11658769545399786 0.099213982071427342 -0.089903141516833165 0.067469079831128792 -0.075892776839766793 0.12470808025382714 0.096800451538856969 0.029546054794320681 0.071850898272858635 0.095156261649340601 -0.12020611487335478 -0.084045813704246283 -0.068706102031270533
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internal_weight=0 1598.7 1578.09 1538.27 1512.96 1450.81 1432.22 1403.55 1387.6 1382.78 1378.23 1373.63 1359.37 1354.64 1348.42 1342.47 1318.33 1306.37 1301.31 1295.31 1275.31 1263.46 1231.56 1227.19 39.8154 1220.61 1211.36 1205.53 1192.03 1171
internal_count=7650 7325 7234 7073 6965 6716 6639 6522 6457 6435 6415 6394 6335 6313 6288 6262 6165 6117 6095 6071 5977 5924 5763 5745 161 5718 5679 5654 5573 5470

Tree=9
num_cat=0
split_feature=965 4054 4990 4989 8213 7693 3973 3127 8306 5133 6271 7704 4135 4052 4048 4762 2032 2005 2178 3622 2250 7610 634 3692 4731 953 4066 814 1027 7538
split_gain=48.3952 38.0998 32.578 27.0255 25.7749 22.8252 21.0911 17.4204 15.4549 14.5384 13.9317 12.0601 11.9803 11.9577 12.4718 9.61823 9.52143 9.55632 9.29583 8.64341 8.75959 8.47162 9.61832 8.43732 7.51362 7.39045 7.12612 7.13876 7.16303 7.0641
threshold=0.11194855278077913 1.0000000180025095e-35 0.11580813632514277 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.1740462089696849 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.19514783988455109 0.24555820106941528 0.2313032829221835 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.12015464809632016 0.30203370427127829 0.22508702306993869 1.0000000180025095e-35 0.31381710578909372 0.22596347377418874 0.28024908371966623 1.0000000180025095e-35 0.16619668990135747
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 24 -2 25 26 27 28 29 -1
right_child=23 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0096658247816965946 0.042715032012618948 0.064846733668095638 0.045089939068553193 0.036623648503457971 0.026507921168389931 0.048499306186237282 0.051641127104056453 0.044171787149904593 0.03000941280726941 0.079303384173488201 0.075044729362861815 0.06331197244737656 0.059677438289887155 0.037766001587198214 0.054028111346942881 0.049911530269334509 0.058807616924660883 0.049972241962594061 0.04616297628965374 0.057331086332388204 0.020288056156171172 -0.023395768574315145 -0.058141072015643717 -0.016016068565040852 0.050679309575942459 -0.064620087070492091 -0.072303449777767023 -0.064789612522882609 0.032014013453343718 -0.028152007431455225
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internal_weight=0 1608.03 1586.88 1552.02 1511.71 1448.94 1430.13 1414.93 1398.85 1372.82 1368.17 1363.27 1357.61 1351.43 1338.51 1331.08 1324.62 1319.79 1313.49 1306.61 1302.14 1281.87 1116.32 80.6827 1105.48 1100.54 1094.12 1089.44 1083.41 1073.46
internal_count=7650 7325 7234 7093 6930 6678 6601 6539 6474 6369 6349 6327 6303 6278 6226 6196 6170 6150 6124 6096 6076 5990 5207 325 5140 5119 5089 5067 5039 4993

Tree=10
num_cat=0
split_feature=965 4054 4990 4989 8213 7693 3973 3127 8306 5133 6271 5366 7261 4135 3182 1268 634 3136 8398 459 8198 814 2615 6313 5152 4211 8198 965 2178 3462
split_gain=36.4818 30.4241 24.9448 20.2266 19.2796 17.4691 16.236 13.2293 11.7436 11.8032 11.3291 9.95621 9.8327 9.43317 9.19624 9.05068 11.4695 10.6339 8.88789 9.94635 8.43409 8.4876 8.83837 8.25318 8.05566 8.01647 8.11242 7.78486 7.71724 8.59321
threshold=0.11194855278077913 1.0000000180025095e-35 0.11580813632514277 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.1740462089696849 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.25763620034430434 1.0000000180025095e-35 1.0000000180025095e-35 0.18948182845388467 1.0000000180025095e-35 0.21324849914310015 1.0000000180025095e-35 0.1622287232931148 0.10094811382117723 0.21293429807855394 0.17359279070326253 0.28711483890202821 0.25524737826741456 0.19122119224844783 0.16221760067906407 0.11953716234266556 0.3015408113629528 0.30519908540649016 0.18068308055972801
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 20 -20 21 22 23 24 25 26 28 -2 29 -1
right_child=27 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015475553344717863 0.079480223554755758 0.11901880272495913 0.079352223131043426 0.063357950493522358 0.045514297822367544 0.085780564111673341 0.091744718461422847 0.077504940673648715 0.051956498803074749 0.14810392713948153 0.14128505614339812 0.10961609143917846 0.12574086160051134 0.10580190233615626 0.050008918006494332 0.099369243197148044 -0.086798433995422475 0.12303627777800037 -0.060226000300135488 0.013758310349684161 -0.10696327356933691 -0.057936368314831038 0.1171442175175379 -0.12836483610144483 0.12199860630207726 0.049867959780051881 0.10573281923845337 -0.005926449652466346 0.098851541393674525 -0.070366052558633888
leaf_weight=1026.7027273476124 67.237680166959763 20.072164073586464 34.386043265461922 40.055376604199409 62.949684396386147 18.399049535393715 14.842971682548521 15.828892439603804 26.136880829930305 4.3838372528553 4.5497387051582328 6.2032566070556632 4.7841557413339606 6.1385131478309622 19.337993755936623 6.3786440491676322 25.237054273486137 5.2698822468519202 92.92885847389698 22.588104829192162 10.253534078598021 46.028660878539085 5.1067800074815741 6.3531028926372519 4.3345475792884818 18.952363073825836 5.4693207144737235 12.686173200607298 5.7813165783882132 29.335679441690445
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internal_weight=0 1588.79 1568.72 1534.33 1494.28 1431.33 1412.93 1398.08 1382.25 1356.12 1351.73 1347.18 1340.98 1336.2 1330.06 1310.72 1304.34 1279.1 1273.83 115.517 1158.32 1148.06 1102.04 1096.93 1090.58 1086.24 1067.29 79.9239 1061.82 1056.04
internal_count=7650 7325 7234 7093 6930 6678 6601 6539 6474 6369 6349 6327 6302 6281 6256 6173 6146 6005 5982 559 5423 5375 5156 5132 5102 5083 4996 325 4971 4947

Tree=11
num_cat=0
split_feature=965 4054 4990 4989 8213 7693 3973 3127 8306 5133 6271 7704 661 4052 4048 4135 4762 3215 3215 634 3136 2250 7610 953 8398 5100 558 3692 912 7765
split_gain=45.694 35.738 30.468 25.471 24.3819 21.4076 19.679 16.4019 14.3428 13.4782 13.0403 12.7098 12.7033 12.439 10.6077 10.6752 10.6924 10.1597 21.6812 9.30292 9.186 9.16602 9.28009 8.75345 8.54445 16.1487 8.87596 8.25231 8.21776 7.94216
threshold=0.11194855278077913 1.0000000180025095e-35 0.11580813632514277 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.1740462089696849 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.19514783988455109 1.0000000180025095e-35 0.27915368737470531 1.0000000180025095e-35 0.25860540723141928 0.30203370427127829 1.0000000180025095e-35 1.0000000180025095e-35 0.11769547784962316 0.31381710578909372 0.10094480299911338 0.26098800315176274 0.096861868135109788 0.22508702306993869 1.0000000180025095e-35 1.0000000180025095e-35
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 19 -19 20 21 22 23 24 26 -26 28 -2 29 -1
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leaf_value=-0.0054293412981474701 0.02774670048633144 0.042143133467114138 0.029083887101028966 0.023664483007243119 0.017158225574783151 0.031322695662605218 0.033313987162867043 0.028595880654834784 0.019179238278827226 0.051437800449636431 0.048978524186477239 0.043396163302888834 0.046922539175307511 0.026688009751080981 0.034356009332691992 0.036645933140790621 0.037196630128985296 0.075439491798650837 -0.0025911435887954136 -0.038595402765867461 0.03581986240742626 0.014506455410322899 -0.015500079527990087 -0.047629357030150504 -0.013701592303986534 0.050769289460014771 0.0082728758704473503 -0.011001727952678998 -0.048251034520283974 -0.031191072995482738
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internal_weight=0 1604.06 1583.21 1548.45 1508.1 1445.28 1426.52 1411.41 1395.38 1369.3 1364.74 1359.96 1354.23 1349.28 1336.9 1330 1323.83 1317.85 23.3103 1294.54 1283.67 1278.29 1258.16 1091.78 1085.91 233.125 852.781 80.4273 802.295 797.18
internal_count=7650 7325 7234 7093 6930 6678 6601 6539 6474 6369 6349 6327 6303 6281 6231 6203 6178 6154 109 6045 5977 5953 5867 5070 5042 1101 3941 325 3712 3688

Tree=12
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split_feature=965 4054 4168 4990 8213 7693 4989 3127 5133 6271 7103 3215 3215 4989 7704 4052 4048 8306 4762 953 8398 7472 5281 2032 2005 3622 3978 8241 8398 3973
split_gain=32.253 27.2166 22.6149 19.1653 14.6818 15.284 15.4319 11.7454 10.3875 10.0889 10.0938 10.0639 17.5162 9.7357 9.67536 8.92931 8.91296 8.97443 8.0974 8.41024 8.07993 7.96755 7.98208 8.04818 7.83947 7.8163 7.6922 7.72765 8.96986 9.94568
threshold=0.11194855278077913 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.11437799172119154 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.23231490660867626 1.0000000180025095e-35 0.28684475146155147 0.26420620864457461 1.0000000180025095e-35 1.0000000180025095e-35 0.19514783988455109 1.0000000180025095e-35 0.24555820106941528 0.31381710578909372 0.097293667427662989 1.0000000180025095e-35 0.18968782618245741 0.2313032829221835 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.23147976783995008 0.16547548241553292 0.24861920018376346
left_child=1 2 3 4 5 6 7 8 9 10 11 14 -13 -8 15 16 17 18 19 21 -4 22 23 24 25 26 27 28 29 -1
right_child=-2 -3 20 -5 -6 -7 13 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020219005968333682 0.062192987272830992 0.11431733942546317 0.046160564898756834 0.069301499203418507 0.039803212531743772 0.081153560129868241 0.098068896178919979 0.073229255693192635 0.14310888975997088 0.13755357979071503 0.13013106954202924 0.15433068093176791 -0.018277136579318603 -0.0053063445779709464 0.11665192897103734 0.065647789554192593 0.093225370143536546 0.041630251280061981 0.091987066898584449 -0.13946477848512315 0.15992827954616357 0.11389009785677667 -0.14512557052512601 0.11543557967629342 0.090589606322416902 0.11117118251668666 0.1037952365151583 0.076803878424553385 -0.050313389535150056 0.12168316885153443
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internal_weight=0 1580.17 1560.68 1532.8 1499.91 1437.95 1419.75 1382.77 1367.07 1362.86 1358.5 1353.71 24.8924 36.9879 1328.82 1323.38 1310.43 1303.24 1278.81 1272.34 27.8747 1266.46 1262 1256.92 1252.52 1246.14 1241.65 1236.74 1228.8 1124.98
internal_count=7650 7325 7234 7116 6980 6732 6655 6504 6439 6419 6397 6376 115 151 6261 6237 6185 6156 6058 6032 118 6003 5982 5958 5940 5914 5894 5873 5837 5324

Tree=13
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split_feature=965 4054 3130 4989 8213 3973 7693 4990 459 7502 3164 5152 4683 7538 634 596 4386 705 3188 854 8097 6944 4731 4048 2178 2615 965 7693 8398 7538
split_gain=26.3682 23.1418 21.0759 19.4535 13.51 13.8936 12.8073 12.2556 9.84972 11.0394 10.3677 9.41591 8.86783 8.68139 8.13225 8.03474 7.90014 7.53837 7.47311 7.43812 7.35427 8.54149 7.35977 7.42487 7.42708 7.49584 7.2517 7.11241 6.97345 6.84947
threshold=0.11194855278077913 1.0000000180025095e-35 1.0000000180025095e-35 0.17896824493663685 1.0000000180025095e-35 0.14109672774708773 1.0000000180025095e-35 0.11580813632514277 0.064398304672571613 0.11931213489973441 0.18858595091712779 0.20567168520280996 0.14957403896349838 0.15721705638145581 0.28276930476028816 0.16255702027351013 0.27730686287288731 0.29698743330569011 0.15532731508987438 0.25291795770931941 0.1517467765554987 0.08347024280127685 1.0000000180025095e-35 0.27809093754689113 1.0000000180025095e-35 0.28711483890202821 0.2219995911621275 0.34432491937441273 0.10331311946347162 0.10805989601252489
left_child=1 2 3 4 5 6 7 8 11 10 12 14 13 15 16 29 17 18 19 20 21 22 23 24 25 -1 -2 -8 -6 -10
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internal_weight=0 1566.63 1548.01 1543.53 1505.12 1442.15 1425.81 1407.97 1379.55 208.886 180.105 1170.67 174.782 166.511 1166.26 158.566 1155.71 1148.96 1144.27 1133.84 1127.63 1101.11 1057.51 1051.93 1045.82 1039.31 78.776 17.8391 62.9654 152.312
internal_count=7650 7325 7234 7214 7055 6803 6733 6656 6537 974 844 5563 817 777 5544 739 5472 5438 5415 5364 5333 5207 5005 4981 4956 4929 325 77 252 712

Tree=14
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split_feature=965 4054 4168 4990 7717 3215 3215 7693 4172 5133 5290 7704 634 6271 5366 7717 3127 4166 6514 7610 2250 3188 6071 4052 558 8378 596 8170 558 4990
split_gain=21.6375 19.7279 17.0731 13.2184 10.4954 10.3611 14.2247 10.6077 9.93936 9.82057 9.40351 9.27152 9.00736 8.46009 8.39417 8.26093 8.09519 8.98385 8.68259 8.0907 10.4148 8.19443 7.91027 7.92765 7.39511 7.61023 7.23137 7.85914 7.17356 7.13679
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left_child=1 2 3 4 5 7 -7 8 9 10 11 12 13 14 16 -6 17 18 19 21 -21 22 23 24 25 26 27 -1 -26 -5
right_child=-2 -3 -4 29 15 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
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internal_weight=0 1555.98 1538.25 1510.55 1478.94 1462.97 27.3587 1435.61 1418.21 1412.65 1408.4 1382.17 1376.45 1364.22 1360.15 15.9777 1353.78 1338.55 1331.86 1324.07 192.617 1131.46 1122.74 1116.27 1107.04 1062.21 1052.6 1034.92 44.8265 31.6092
internal_count=7650 7325 7234 7116 6982 6914 125 6789 6712 6688 6667 6546 6520 6436 6414 68 6388 6324 6293 6257 934 5323 5279 5250 5213 5008 4963 4882 205 134

Tree=15
num_cat=0
split_feature=965 4054 3130 4989 3973 8213 8304 3024 3127 7521 395 7506 7261 3347 2032 7900 5133 8306 1268 634 7610 3692 4066 2250 7591 4990 5691 8225 7538 3182
split_gain=17.7139 16.8467 16.5797 15.2419 10.5635 10.8757 9.41405 9.27002 9.70136 8.61986 16.4271 9.26477 8.48677 8.07438 8.25257 8.60654 7.8131 7.47854 7.86391 9.10617 7.43831 8.53798 7.87753 7.07111 7.02246 7.1735 7.83418 6.70697 7.1655 8.43332
threshold=0.11194855278077913 1.0000000180025095e-35 1.0000000180025095e-35 0.17896824493663685 0.14109672774708773 1.0000000180025095e-35 0.1764683735911462 0.25457301197823307 1.0000000180025095e-35 0.10885425079698954 0.11971633767956325 0.15389804678226232 1.0000000180025095e-35 1.0000000180025095e-35 0.2313032829221835 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.28276930476028816 0.13152432495447011 0.23442827856101914 0.22596347377418874 1.0000000180025095e-35 0.18218916028029186 0.16151777211524196 0.22838325683140334 0.24906736170790958 0.16619668990135747 0.21044277473488132
left_child=1 2 3 4 5 6 7 8 9 12 11 -11 13 14 15 16 17 18 19 20 21 22 24 -22 25 26 27 28 29 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
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leaf_weight=990.31905080378056 77.168836459517479 16.87159338593483 4.5374305397272101 37.836032599210739 15.911675482988356 62.787469491362572 11.002649888396261 6.5541353821754447 14.025559827685354 57.751036733388901 6.3769395053386679 7.4993864595890036 4.5978079438209525 4.4276763200759879 4.4121051728725424 4.8127806186676017 3.7380385845899573 23.057734817266464 6.2171537429094306 10.013731107115744 119.61322972178459 13.066432535648344 4.7356222867965689 5.2976958453655234 17.733838021755219 17.378486633300781 5.7688597887754431 6.4689954817295066 50.516937881708145 12.550873443484305
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internal_weight=0 1545.88 1529.01 1524.47 1486.64 1470.72 1407.94 1396.93 1390.38 1376.35 71.6274 65.2504 1304.73 1300.13 1295.7 1291.29 1286.48 1282.74 1259.68 1253.46 1243.45 1118.54 1105.47 124.911 1100.74 1083 1065.62 1059.86 1053.39 1002.87
internal_count=7650 7325 7234 7214 7055 6985 6733 6686 6654 6594 333 304 6261 6241 6220 6202 6179 6159 6066 6040 5962 5343 5281 619 5257 5172 5097 5069 5037 4790
shrinkage=0.0444444

Tree=16
num_cat=0
split_feature=965 4054 4989 3973 8213 7693 4990 459 7502 3164 5152 3692 4683 3454 330 5824 4989 7538 1590 4386 596 705 2178 7693 8185 558 5856 3119 3987 4891
split_gain=23.6894 20.6703 18.9929 13.5518 14.0758 11.3142 11.2397 10.1378 10.9791 10.4609 9.47565 7.93147 7.83695 7.76 7.71942 7.7687 7.50966 7.39739 7.29708 7.30296 7.29404 7.26766 7.93001 7.24273 6.85463 6.99129 6.77699 6.83983 6.88842 6.94268
threshold=0.11194855278077913 1.0000000180025095e-35 0.17896824493663685 0.14109672774708773 1.0000000180025095e-35 1.0000000180025095e-35 0.11580813632514277 0.058112627868224041 0.11931213489973441 0.18858595091712779 0.20567168520280996 0.22508702306993869 0.14957403896349838 0.14627034693983468 1.0000000180025095e-35 1.0000000180025095e-35 0.26420620864457461 0.15721705638145581 0.24029893996387772 0.27730686287288731 0.10419593037649245 0.29698743330569011 1.0000000180025095e-35 0.34432491937441273 0.16133124933416401 0.14096525072884525 1.0000000180025095e-35 0.1648298183594453 0.1918326416531316 0.15417382153209594
left_child=1 2 3 4 5 6 7 10 9 12 13 -2 17 14 15 18 -4 20 19 21 24 22 26 -7 25 -9 27 28 29 -1
right_child=11 -3 16 -5 -6 23 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0056769788756444034 0.021121091543758276 0.034620769900430864 0.03597974347131469 0.028081185651081215 0.01318736860868989 0.040804386926388186 0.01750797993049388 -0.0004965713186965647 0.022082625641190904 -0.046172798302174994 0.043984868327257551 -0.016753629114347419 -0.030975623207438643 0.02314788569294492 0.035125788489435067 0.032645980450123256 0.0067333559326444199 -0.029185926353951969 -0.041505452883222854 -0.040452425073638429 0.038862749418895594 -0.04684671959073497 0.031434693417411237 -0.0029667722486151475 0.038150531075887256 0.02704656918926519 0.032374755361132372 0.026960695645549457 0.026710757569680419 -0.030001043381683176
leaf_weight=1085.5794336646795 71.662155091762543 17.987668767571449 19.890273123979568 16.550495326519012 62.862132459878922 10.698662996292116 28.364786341786385 136.58868654072285 29.030898481607437 5.292408198118209 4.3889392167329779 6.7194988727569571 7.9363164454698554 10.716998994350432 5.2123013734817496 5.8918917477130881 19.144531741738319 7.6106827557086936 6.2993956208229056 6.6147790402173987 6.5627308785915366 4.6646340638399115 6.5435923337936392 6.9153020977973929 5.9192993342876425 11.069573044776915 5.2612608969211569 7.145977020263671 7.2136996239423743 13.196532830595968
leaf_count=5166 298 91 84 71 252 48 120 640 132 27 19 27 40 50 22 28 77 38 46 34 28 23 27 29 28 50 24 33 34 64
internal_value=0 -0.000905404 -0.00131951 -0.00191524 -0.00224898 -0.00293007 -0.00326241 -0.00368972 0.00305315 6.39063e-07 -0.00490136 0.0178742 0.00139157 -0.00508563 -0.00534792 -0.00553162 0.0216359 0.00292286 -0.00572849 -0.00553014 0.00444884 -0.00532564 -0.00515347 0.0236197 0.00297825 0.00156827 -0.00536754 -0.00554593 -0.00575597 -0.00596912
internal_weight=0 1561.15 1543.17 1504.13 1487.58 1424.72 1407.1 1378.74 210.011 180.98 1168.73 78.3817 175.687 1164.34 1153.62 1148.41 39.0348 167.751 1142.52 1136.22 160.14 1129.61 1124.94 17.614 153.578 147.658 1118.4 1113.14 1105.99 1098.78
internal_count=7650 7325 7234 7073 7002 6750 6673 6553 983 851 5570 325 824 5551 5501 5479 161 784 5451 5405 746 5371 5348 77 718 690 5321 5297 5264 5230

Tree=17
num_cat=0
split_feature=965 4054 3130 4989 4168 8213 7693 3454 396 661 5349 6271 3024 7261 3347 7704 5133 4762 814 814 8398 4211 3973 2297 3751 3751 5284 5284 1220 1590
split_gain=16.0645 15.4331 14.3943 13.6756 9.88203 8.875 9.07977 8.94391 8.78785 8.55734 8.09205 7.74369 7.61518 7.5021 7.41933 7.25562 7.12368 7.0134 7.48377 9.1259 9.44041 10.1122 9.0478 8.90591 8.15006 8.01432 7.50413 22.3 7.19107 7.06409
threshold=0.11194855278077913 1.0000000180025095e-35 1.0000000180025095e-35 0.17896824493663685 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.27511516517982598 1.0000000180025095e-35 0.25457301197823307 0.22989528683588459 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.17359279070326253 0.10186622763751949 0.16547548241553292 0.16221760067906407 0.24861920018376346 1.0000000180025095e-35 0.19456951420774962 0.12058809647147221 0.1593660273233187 0.13058852050728451 0.13567145366697311 0.24029893996387772
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 26 -20 -21 27 29 -23 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 24 25 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0094891995921042773 0.044614938960089862 0.094255722278956289 0.17390898377740091 0.055725119028056713 0.056927529298838486 0.030624269978721821 0.064403781392333312 0.064778640796874107 0.098963043740325149 0.11932944072718965 -0.11831533448123253 0.13017035347589598 -0.12174085366364545 0.11855269368577115 -0.14235120452740044 0.10659255469738556 0.13038710226202541 0.089360976931395941 -0.064321419858847081 0.076063983624679921 -0.040698397062630405 0.092806135347663465 0.11497310669838999 -0.1266556314768682 0.076427511670976167 -0.073654273526124067 -0.051584573239328205 0.11314408070029039 -0.053146156206961309 -0.12255882596269947
leaf_weight=1040.5958203598857 76.80321840941906 16.396261870861053 4.5708666443824759 37.621163874864578 25.066886648535728 61.997268006205559 17.088040351867676 16.263374090194702 7.3857121169567099 5.0645620971918097 6.9772031158208838 3.9106470793485633 6.1535964608192435 4.5073932856321326 4.2655035555362693 5.2930644005537024 3.5679164975881568 6.9119178354740134 42.628527984023094 20.458811610937122 100.85176391154528 15.776602134108545 5.7595447748899451 6.582972675561904 4.5535167604684821 4.332471400499343 41.744006961584091 14.893133729696272 4.2947082817554465 5.5548992305994025
leaf_count=4961 325 91 20 159 107 249 77 74 32 22 34 22 31 19 21 25 20 28 214 97 513 73 26 34 22 21 200 67 20 46
internal_value=0 -0.00224529 -0.00328306 -0.00381586 -0.00532685 -0.0063976 -0.00804245 -0.00894061 -0.00982084 -0.0104139 -0.0109008 -0.0103426 -0.0107531 -0.0102405 -0.0106777 -0.0102534 -0.0107225 -0.0111053 -0.0116362 -0.010173 -0.0113779 -0.00877303 -0.0100393 -0.0106883 -0.0507378 0.0498995 -0.00999603 -0.00835984 0.0615764 -0.0100896
internal_weight=0 1541.07 1524.67 1520.1 1482.48 1457.41 1395.42 1378.33 1362.06 1354.68 1349.61 1342.64 1338.73 1332.57 1328.07 1323.8 1318.51 1314.94 1308.03 1260.84 1236.05 1135.2 1115.13 1109.37 47.182 24.7913 1102.79 1061.04 20.0713 1046.15
internal_count=7650 7325 7234 7214 7055 6948 6699 6622 6548 6516 6494 6460 6438 6407 6388 6367 6342 6322 6294 6058 5940 5427 5334 5308 236 118 5274 5074 93 5007

Tree=18
num_cat=0
split_feature=965 4054 3130 4989 3973 8213 459 4990 7502 5152 8196 558 3164 7693 4731 965 705 2178 8185 596 5286 4048 4386 2281 7693 8398 8170 7153 2615 814
split_gain=16.8347 15.7883 15.0451 14.1451 10.2632 10.232 9.76436 10.5304 9.84474 9.44387 9.2293 8.76548 7.80066 7.76082 7.67099 7.59599 7.44473 7.84684 7.39993 7.76726 8.03865 7.386 7.2989 7.19169 7.06378 6.9843 6.86321 7.49633 6.58049 6.44077
threshold=0.11194855278077913 1.0000000180025095e-35 1.0000000180025095e-35 0.17896824493663685 0.14109672774708773 1.0000000180025095e-35 0.064398304672571613 0.19026041652452833 0.15981199115312714 0.20567168520280996 0.10725704092242666 0.18989713745564926 0.18858595091712779 1.0000000180025095e-35 1.0000000180025095e-35 0.2219995911621275 0.29698743330569011 1.0000000180025095e-35 0.16133124933416401 0.12678685830163489 0.14010524442483049 0.27809093754689113 0.27730686287288731 1.0000000180025095e-35 0.34432491937441273 0.10331311946347162 0.22368531295429114 0.23756179907471514 0.28711483890202821 0.15952104879717785
left_child=1 2 3 4 5 6 7 9 11 13 -10 12 18 14 16 -2 17 21 19 20 29 22 23 26 -15 -7 27 28 -1 -8
right_child=15 -3 -4 -5 -6 25 8 -9 10 -11 -12 -13 -14 24 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0086324876339390379 0.039273165690477174 0.047473029721053932 0.088919092075232645 0.028298851481882156 0.037358867628723778 0.0088413027300392726 -0.0015848894356056847 0.030850285333730645 0.066709051243651757 0.067085377026511767 -0.018936958518240267 0.072428270186103913 -0.054530206168139687 0.060986937254881468 0.051623973565285391 0.007855683579186928 -0.070556742710546044 0.047414728941279627 0.055420605366464482 0.050952364647568055 0.051735979363676188 0.047602235069015189 -0.060352326449237804 0.010969196826300627 -0.0082586871276345911 0.052452837051847834 0.038160112734463798 -0.062776864210626657 0.046650854188900803 -0.06090460365594938
leaf_weight=1053.7114492505789 36.652554482221603 16.515193060040474 4.5688126534223548 37.689916014671326 15.803938701748846 51.651337593793869 160.94929242879152 19.286063879728317 11.654282197356222 4.3560054600238791 4.3083848804235449 4.4146487265825263 6.086957022547721 8.0383323282003385 5.5278803408145896 40.494649633765221 4.6497742533683768 6.5484722554683676 6.4950139075517646 7.4875489622354499 6.9191368818283072 6.0544928610324851 6.56141074001789 50.537341594696045 6.7971929460763922 11.164771199226378 7.8799052834510794 6.3645110875368109 5.4104539304971686 4.7098380625247946
leaf_count=5091 158 91 20 159 70 207 763 82 52 19 20 20 31 37 24 167 23 27 31 33 32 25 34 243 29 45 37 31 25 24
internal_value=0 -0.00115177 -0.00167814 -0.00195027 -0.00271885 -0.00315044 -0.00403329 -0.00579575 0.00582644 -0.00639857 0.0435929 0.00276724 0.00117091 -0.0066726 -0.00713485 0.0227821 -0.00741786 -0.00716102 0.00298828 0.00109704 -0.00106601 -0.00747548 -0.00777046 -0.00746349 0.0292607 0.0165927 -0.00833135 -0.00867519 -0.00835008 -0.0032714
internal_weight=0 1542.14 1525.63 1521.06 1483.37 1467.56 1404.75 1191.72 213.025 1172.44 15.9627 197.062 192.648 1168.08 1153.25 77.1472 1147.72 1143.07 186.561 180.066 172.578 1136.52 1130.47 1123.9 14.8355 62.8161 1073.37 1065.49 1059.12 165.659
internal_count=7650 7325 7234 7214 7055 6985 6733 5727 1006 5645 72 934 914 5626 5560 325 5536 5513 883 852 819 5486 5461 5427 66 252 5184 5147 5116 787

Tree=19
num_cat=0
split_feature=965 4054 3130 4989 3973 8213 8304 4990 5603 8225 4891 7538 3127 906 3182 7521 395 6978 7506 8306 4729 705 4386 2988 5284 2178 3462 634 2281 3692
split_gain=17.4446 16.2278 15.6716 14.6597 10.5872 10.6122 9.31001 8.84108 8.9681 8.7401 8.25692 8.06451 8.27176 8.04869 7.85843 8.03512 15.4297 8.23492 8.16155 7.84284 8.00526 8.86547 7.50156 7.34407 8.33498 7.27466 7.43323 7.7423 7.38557 10.3806
threshold=0.11194855278077913 1.0000000180025095e-35 1.0000000180025095e-35 0.17896824493663685 0.14109672774708773 1.0000000180025095e-35 0.1764683735911462 0.11580813632514277 0.31230031248609774 0.19948176061132081 0.22628933403319687 0.176611135222146 1.0000000180025095e-35 0.31705314744252067 0.18948182845388467 0.088039357604118781 0.11971633767956325 0.29711685166788671 0.15389804678226232 1.0000000180025095e-35 0.18439483335541559 0.25444048078124132 0.22766452554493269 0.26504012027679474 0.22354848670279109 1.0000000180025095e-35 0.18068308055972801 0.30203370427127829 0.1621946803427555 0.14838157022096679
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 17 18 19 -17 20 21 22 23 24 25 26 27 28 -1 -30
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.003315376636145569 0.01545826182931684 0.031937745678167727 0.060535859183383722 0.019188787659103222 0.025244994815736107 0.011271267856267012 0.027757736847245824 0.015698289607716642 0.040856934914255516 -0.025193205447336109 -0.033444805474581285 -0.015342359096955943 0.023819440872445183 -0.047144718926206954 0.020274547001392761 -0.001027718562197141 0.057419791200439836 -0.048181723449118335 0.038848698912935034 0.016734177164079704 0.025775919037907616 -0.047424079139515907 -0.030240202003708264 0.032942783144571691 -0.028798481601461492 0.033287909289489222 -0.019507369081129863 -0.035052956536560986 0.0047445132438894179 0.056353275736887108
leaf_weight=1021.8452620208263 77.197320476174355 16.663820773363113 4.564597710967063 37.764372438192368 15.862035319209097 62.808443769812584 11.039524406194685 27.617055729031563 5.0796955078840247 20.357771128416061 9.9466693401336652 55.998635813593864 13.212569594383238 4.5096750855445853 16.564145252108574 54.156648650765419 6.4459713995456687 4.5607048124074927 6.3741525560617438 21.308970704674721 10.164365142583845 5.1852672696113578 11.744936689734457 6.1236983239650717 14.466382578015326 5.994969129562377 31.431387007236481 8.3385787904262525 28.892436727881432 5.0939520001411429
leaf_count=4906 325 91 20 159 70 252 47 118 23 101 49 271 56 22 71 253 29 22 30 86 45 26 60 29 72 25 162 67 140 23
internal_value=0 -0.000778598 -0.00113552 -0.00132037 -0.00184188 -0.00213431 -0.00273297 -0.00297419 -0.0033512 -0.00351599 -0.00318725 -0.00296137 -0.00241819 -0.00269263 -0.00253336 -0.00283751 0.0083924 -0.00347755 0.00317144 -0.00330338 -0.0036749 -0.00393769 -0.00373884 -0.00346147 -0.00366121 -0.00333111 -0.00353148 -0.00305962 -0.00280694 0.0124797
internal_weight=0 1544.12 1527.45 1522.89 1485.12 1469.26 1406.45 1395.41 1367.8 1362.72 1342.36 1332.41 1276.41 1263.2 1258.69 1242.13 66.9768 1175.15 60.5308 1170.59 1149.28 1139.12 1133.93 1122.19 1116.06 1101.6 1095.6 1064.17 1055.83 33.9864
internal_count=7650 7325 7234 7214 7055 6985 6733 6686 6568 6545 6444 6395 6124 6068 6046 5975 312 5663 283 5641 5555 5510 5484 5424 5395 5323 5298 5136 5069 163

end of trees

feature_importances:
black=27
muslim=26
tranny=24
muslims=22
jews=20
islam=19
white=19
gay=16
at=15
nigger=15
retarded=15
diaper=14
transgender=14
women=14
jew=11
jewish=11
mexicans=11
you=11
dishwasher=10
goat=8
how=8
kill=8
oven=8
are=7
dark=7
dead=7
keeps=7
this=7
to=7
woman=7
and=6
as=6
girl=6
mental=6
africa=5
baby=5
be=5
camp=5
gays=5
islamic=5
life=5
nobody=5
re=5
allah=4
auschwitz=4
gender=4
get=4
suicide=4
the=4
trump=4
birthday=3
ever=3
give=3
hate=3
have=3
holocaust=3
know=3
men=3
on=3
rape=3
they=3
who=3
all=2
an=2
club=2
cotton=2
do=2
friend=2
gun=2
if=2
job=2
me=2
more=2
pregnant=2
stand=2
their=2
trash=2
well=2
what=2
where=2
wife=2
been=1
best=1
better=1
bomb=1
brains=1
but=1
doing=1
don=1
found=1
gas=1
isn=1
kids=1
killing=1
never=1
omar=1
one=1
only=1
our=1
pick=1
please=1
pride=1
right=1
school=1
see=1
so=1
some=1
still=1
terrorist=1
time=1
until=1
was=1
when=1
years=1
your=1

parameters:
[boosting: dart]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 20]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: -1]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]