Bhala imininingwane embalwa mayelana ne-algorithm ye-CURE kusuka embhalweni onikeziwe
Context:Ukuze kugwenywe izinkinga ezinamaqoqo angalingani ngobukhulu noma ukuma, i-CURE isebenzisa i-algorithm yokuqoqa amaqoqo e-hierarchical ethatha indawo ephakathi nendawo phakathi kwe-centroid esekelwe nakuwo wonke amaphuzu aphezulu. Ku-CURE, kukhethwa inani elingaguquguquki c lamaphoyinti ahlakazeke kahle esixukwini futhi ancipha aqondane ne-centroid yesixuku ngengxenyana ye-α. Amaphuzu ahlakazekile ngemva kokuncipha asetshenziswa njengabameleli beqoqo. Amaqoqo anombhangqwana osondelene kakhulu wabamele amaqoqo ahlanganiswe esinyathelweni ngasinye se-algorithm yokuqoqa amaqoqo e-CURE. Lokhu kwenza i-CURE ikwazi ukukhomba amaqoqo ngokunembile futhi kuyenze ingazweli kakhulu ezintweni ezingajwayelekile.
1. Izinkomo I-CURE isebenzisa indlela yokuqoqa ngokulandelana kwezinto ekhetha indawo emaphakathi phakathi kwe-centroid esekelwe kanye nawo wonke amaphuzu aphezulu ukuze kugwenywe izinkinga ezinamaqoqo angalingani ngobukhulu noma akhiwe. 2. Izingelosi Ku-CURE, kukhethwa inani eliqondile c lamaphuzu ahlukaniswe ngokulinganayo eqoqweni, futhi anciphiswe ngengxenyana eqondene ne-centroid yeqoqo. 3. Izindaba Ezinhle Amaphuzu ahlakazekile anciphile asetshenziswa njengameleli amaqoqo. 4. Izidakamizwa Esigabeni ngasinye se-algorithm yokuqoqa izigaba esetshenziswa yi-CURE, amaqoqo anezimele eziseduze kakhulu yiwo amaqoqo ahlanganisiwe. 5. Izingelosi Lokhu kwenza i-CURE ingazweli kakhulu ezintweni ezihlukile futhi ivumele ukuba ithole amaqoqo ngendlela efanele.