?url_ver=Z39.88-2004&rft_id=1917031087&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=IMPLEMENTASI+KLASIFIKASI+PENYAKIT+GINJAL+KRONIK%0D%0AMENGGUNAKAN+DECISION+TREE+ALGORITMA+CLASSIFICATION+AND+%0D%0AREGRESSION+TREES+(CART)&rft.creator=FADHILAH+%2C+GUSTRIANDINI&rft.subject=500+ilmu+pengetahuan+alam+dan+matematika&rft.subject=510+Matematika&rft.description=Klasifikasi+merupakan+salah+satu+teknik+dari+data+mining+dan+merupakan+hasil+dari%0D%0Apembentukan+model+yang+digunakan+untuk+melakukan+prediksi+suatu+label+kelas+serta%0D%0Amengelompokkan+data.++Decision+tree+adalah+salah+satu+metode+klasifikasi+yang%0D%0Amelakukan+pembagian+dari+sekumpulan+data+menjadi+beberapa+himpunan+data%0D%0Adengan+visualisasi+berbentuk+pohon.++Penelitian+ini+dilakukan+untuk%0D%0Amengklasifikasikan+pasien+yang+terindikasi+penyakit+ginjal+kronik+dengan%0D%0Amembangun+model+dari+11+variabel+yang+mempengaruhi+penyakit+ginjal+kronik%0D%0Amenggunakan+salah+satu+algoritma+dari+decision+tree%2C+yaitu+algoritma+Classification%0D%0Aand+Regression+Trees+atau+CART.++Evaluasi+model+dibangun+dari+tiga+proporsi%0D%0Apembagian+data+testing+dan+data+training%2C+yaitu+20%3A80%2C+30%3A70%2C+dan+40%3A60.+%0D%0ABerdasarkan+hasil+perhitungan+diperoleh+bahwa+tingkat+akurasi+tertinggi+dihasilkan%0D%0Apada+proporsi+30%3A70+yaitu+sebesar+98.33%25.%0D%0A+%0D%0AKata+Kunci%3A+Data+Mining%2C+Decision+Tree%2C+Classification+and+Regression+Trees(CART)%0D%0A%0D%0A%0D%0A%0D%0A%0D%0A%0D%0A%0D%0AABSTRACT%0D%0A%0D%0AClassification+is+one+of+the+data+mining+techniques+by+building+a+model+whose+results%0D%0Acan+be+used+to+predict+a+class+label+and+classify+data.++The+decision+tree+is+one+of+the%0D%0Aclassification+methods+that+divides+a+set+of+data+into+several+data+sets+with+tree-shaped%0D%0Avisualization.++This+research+was+conducted+to+classify+patients+who+indicated+chronic%0D%0Akidney+disease+by+building+a+model+of+11+variables+that+affect+chronic+kidney+disease%0D%0Ausing+one+of+the+decision+tree+algorithms%2C+namely+the+Classification+and+Regression%0D%0ATrees+or+CART+algorithm.++Model+evaluation+is+built+from+three+proportions+of+testing%0D%0Adata+and+training+data%2C+which+are+20%3A80%2C+30%3A70%2C+and+40%3A60.++Based+on+the+results+of+the%0D%0Acalculation%2C+it+is+obtained+that+the+highest+accuracy+rate+is+generated+at+the+proportion%0D%0Aof+30%3A70%2C+which+is+98.33%25.%0D%0A%0D%0AKey+words%3A+Data+Mining%2C+Decision+Tree%2C+Classification+and+Regression+Trees+(CART)&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM++&rft.date=2023-03-31&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F70988%2F1%2FABSTRAK.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F70988%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F70988%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++FADHILAH+%2C+GUSTRIANDINI++(2023)+IMPLEMENTASI+KLASIFIKASI+PENYAKIT+GINJAL+KRONIK+MENGGUNAKAN+DECISION+TREE+ALGORITMA+CLASSIFICATION+AND+REGRESSION+TREES+(CART).++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM+%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F70988%2F