?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=PENERAPAN+METODE+TWO-STEP+CLUSTERING+UNTUK+DATA%0D%0A%0D%0ADENGAN+VARIABEL+CAMPURAN&rft.creator=NURMA+YUNITA%2C+1717031089&rft.subject=510+Matematika&rft.description=Pengklasteran+adalah+proses+mengelompokkan+objek+ke+dalam+kelompk-%0D%0Akelompok+yang+memiliki+kemiripan+karakteristik.+Metode+pengklasteran+yang%0D%0A%0D%0Asering+digunakan+adalah+metode+hierarki+dan+non+hierarki.+Kedua+metode+tersebut%0D%0Amensyaratkan+jika+peubah+bersifat+numerik.+Apabila+peubah+bersifat+campuran%0D%0Ayaitu+numerik+dan+kategorik+maka+digunakan+two+step+cluster.+Pada+penelitian+ini%0D%0Abertujuan+menerapkan+metode+two+step+cluster+dengan+mengelompokkan%0D%0Akabupaten%2Fkota+di+provinsi+Jawa+Barat+menggunakan+6+peubah+karakteristik%0D%0Ademografi+terdiri+dari+2+peubah+kategorik+dan+4+peubah+numerik.+Berdasarkan%0D%0Ahasil+analisis+diperoleh+bahwa+metode+two+step+cluster+mengelompokkan+data%0D%0Akabupaten%2Fkota+di+provinsi+Jawa+Barat+berdasarkan+peubah+karakteristik%0D%0Ademografi+menjadi+2+cluster.+Hasil+2+cluster+ini+merupakan+hasil+optimal%0D%0Aberdasarkan+nilai+koefisien+silhouette+yaitu+lebih+dari+0%2C5+artinya+cluster+yang%0D%0Aterbentuk+memiliki+struktur+yang+baik.%0D%0AKata+Kunci%3A+Cluster%2C+Two+Step+Cluster%2C+Silhouette.%0D%0AClustering+is+a+process+of+classifying+objects+into+groups+that+have+characteristic%0D%0A%0D%0Asimilarities.+The+common+clustering+methods+are+hierarchical+and+non-%0D%0Ahierarchical.+The+numerical+variable+is+requirement+for+these+methods.+If+the%0D%0A%0D%0Avariable+with+mix+of+numerical+and+categorical%2C+then+two-step+clustering+is+used.%0D%0AThis+study+aims+to+apply+the+Two+Step+Cluster+method+by+classifying%0D%0Aregencies%2Fcities+in+Jawa+Barat+Province.+This+analysis+was+used+6+demographics%0D%0Avariables+consist+of+two+categorical+variables+and+four+numerical+variables.+Based%0D%0Aon+the+analysis+results%2C+it+is+obtained+that+the+two+step+clustering+method+classifies%0D%0Athe+regencies%2Fcities+data+into+2+clusters.+The+result+of+these+2+cluster+is+optimal%0D%0Abased+on+the+silhouette+coefficient+value+which+is+more+than+0%2C5%2C+it+means+that+the%0D%0Acluster+formed+has+a+strong+structure.%0D%0A%0D%0AKeywords%3A+Cluster%2C+Two+Step+Cluster%2C+Silhouette.&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2021&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61508%2F1%2F1.%2520ABSTRAK-ABSTRACT%2520-%2520Finta%2520Yaya%2520%25282%2529.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61508%2F2%2F2.%2520SKRIPSI%2520FULL%2520-%2520Finta%2520Yaya%2520%25283%2529.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61508%2F3%2F3.%2520SKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN%2520-%2520Finta%2520Yaya%2520%25283%2529.pdf&rft.identifier=++NURMA+YUNITA%2C+1717031089++(2021)+PENERAPAN+METODE+TWO-STEP+CLUSTERING+UNTUK+DATA+DENGAN+VARIABEL+CAMPURAN.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F61508%2F