Arhestakan banakanutyune parzel e, te inchn e aveli shat azdum romantik haraberutyunneri vra

Romantik haraberutyunneri՝ ir tesaki mej arajin hetazotutyunn arhestakan banakanutyan kirarmamb, ori hamar himq en handisatsel aveli qan 11 hazar zuygeri tvyalnere, tuyl e tvel batsahaytel glxavor hangamanqnere, orontsov zugenkernere drakan en gnahatum aydpisi haraberutyunnere:

Meqenayatsvats usutsman algoritmi himan vra antskatsvats hetazotutyune hastatel e, or ayd haraberutyunneri het kapvats tsutsichnere drants oraki masin vkayox aravel uzhin en, qan mardkants anhatakan bnutagreri tsutsichnere: Ayl kerp՝ zugenkeroj het karutsvox haraberutyunneri tesake karox e aveli karevor linel kyanqe vayelelu ev erjankutyan hamar, qan dzer anhatakan arandznahatkutyunnerits tsankatsatse: Hetazotutyan arajatar hexinak, Kanadayi Arevmtyan hamalsaranits Samanta Joeli xosqov՝ ushagrav er ayn, or erb havaqvetsin tvyal haraberutyunnerin veraberox bolor tvyalnere, orosh tarberutyunner mxvel en erkrord plan:

Poxharaberutyunneri masin gitutyune goyutyun uni arden tasnyak tariner: Stextsvel en ays uxxutyamb bazmativ hogebanakan tesutyunner ayn masin, te inchn e zuygerin dardznum erjanik ev inchn e dran xochendotum: Sakayn gitnakannere hangum en ayn ezrakatsutyan, or och mets inqnuruyn hetazotutyunneri entatsqum statsvats ardyunqneri nshanakutyan amragrman hamar anhrazhesht e ayd tvyalneri kentronatsum ev nrants laynatsaval gnahatum:

Ayd npatakov verlutsakan oroshumnerits meke karox e linel arhestakan banakanutyune, orn unak klini mshakel texekutyunneri mets tsavale՝ havaqvats arandzin institutnerits ev laboratorianerits: Nor ashxatutyunum hents ayd motetsumn e ordegrvel. gitnakannern ogtagortsel en random forest (patahakan antar), orn ir mej miavorum e oroshumneri kayatsman bazmativ tsarer:

Ayd algoritmi ognutyamb verlutsvel en 11196 zuygeri tsutsichner՝ tvyalneri 43 arandzin entranqits: Hexinaknere nshel en, or ardyunqnere tsuyts en tvel, or haraberutyunneri sepakan enkalumn artahaytox bnutagrere (orinak՝ konfliktaynutyan, kapvatsutyan makardake) kanxatesum en minchev 45 astitshan shexum՝ hetazotutyan skzbum arka haraberutyunneri oraki nkatmamb:

Haraberutyunneri hamar arandznahatuk popoxutyunneri tesankyunits, oronq aravel husalioren tsutsadrel en zuygeri poxharaberutyunneri orake, amenahusalin en exel ir vra partakanutyunner vertsrats zugenkeroj havatarmutyune (orinak՝ «im zugenkere tsankanum e, or mer haraberutyunnere erkar teven»), zugenkeroj koxmits bavararvatsutyan enkalume (orinak՝ «mer haraberutyunnern im zugenkeroje erjankatsnum en»), gohunakutyune (orinak՝ «baxts berel e, or kyanqi enker unem»), inchpes naev vetsheri hatshaxakanutyan makardake ev serakan bavararvatsutyan makardake:

Anhatakan hatkanishnerin veraberox hangamanqnere (tariq, ser, unakutyunner) metsamasamb batsatrel en miayn haraberutyunneri oraki tarberutyan 21 tokose: Anhatakan hatkanishneri sharqum, oronq aravel uzhgin kanxatesel en haraberutyunneri orake, parzvel e, or kyanqits bavararvatsutyune, batsasakan afekte (orinak՝ anhangstutyan zgatsume), tshnshvatsutyune, xusapoxakan kapvatsutyune ev anhangstatsnox kapvatsutyune:

Hexinaknere nshum en, or batsasakan afekti, depresi kam anvtang kapvatsutyan aprume vtang e poxharaberutyunneri hamar: Nrants xosqov, sakayn, ete mardik karoxanum en haraberutyunner karutsel, oronq bnutagrvum en tshanachoxutyamb, serakan bavararvatsutyamb ev vetshi batsakayutyamb, ev nranq mievnuyn zhamanak irents zugenkeroje hamarum en nvirvats u karekits, apa ayd anhatakan bnutagrere karox en och eakan azdetsutyun unenal:

Gitnakanneri ezrakatsutyunnere hangum en ayn parz irakanutyan, or mer entryaln aynqan karevor che, orqan haraberutyune nra het: Hamahexinaknerits Joel Inversi xosqov՝ poxharaberutyunneri modeln avelin e, qan ayd haraberutyunnere dzevavorox mardik: