Bosala ndakisa ya ensemble ya ba données ya solo pona problème ya classification.
Ensemble ya ba données oyo ekoki kozala mpo na problème ya classification ekoki kozala ensemble ya ba données ya batu oyo bazali na ba éléments différents lokola âge, sexe, kilo, tansion, niveau ya cholestérol, niveau ya sukali na makila, mpe histoire ya maladie na libota. Mokano ekozala ya kokabola bato lokola bato oyo bazali nzoto kolɔngɔnɔ to oyo bazali na likama ya kozwa maladi moko boye lokola maladi ya motema. Ndakisa ya ensemble ya ba données ekoki kozala ndenge elakisami awa na se: | Mibu ya mbula | Bobali to mwasi | Kilo ya kilo (kg) | Tansion ya makila (mmHg) | Cholestérol (mg/dL) | Sukali ya makila (mg/dL) | Lisolo ya Libota | Kelasi ya | |------|----------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------- ---|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ --------------|-------| | 45 45 | Mobali ya mobali | 75 Ezali na ba | Mokolo ya 125/85 | 210 210 | 100 ya mboka | Ee | Na likama | | 37 37 | Mwasi | 62 62 | Mokolo ya 115/75 | 180 180 | 85 85 | Te | Santé ya nzoto | | 53 53 | Mobali ya mobali | 82 82 | 135/95 na mokolo ya | 235 235 | 110 110 | Ee | Na likama | | 62 62 | Mwasi | 70 | 120/80 Mokolo ya | 190 190 | 90 Ezali na | Ee | Na likama | | 38 Mokonzi ya mboka | Mobali ya mobali | 68 68 | 118/78 ya mokolo ya | 175 175 | 88 88 | Te | Santé ya nzoto | Na ensemble oyo ya ba données ya ndakisa, makambo ezali na mbula, mobali to mwasi, kilo, tansiɔ, Niveau ya cholestérol, Niveau ya sukali na makila mpe Histoire ya libota, mpe variable cible (Class) ezali na ba valeurs mibale oyo ekoki kozala- ‘Santé’ to ‘At risque’. Algorithme ya classification ekokaki ko former na ensemble ya ba données oyo pona ko classer batu ya sika lokola soit 'Santé' soit 'At risque'.