<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "STUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA)"^^ . "UKM JQH al-Mizan of UIN Sunan Kalijaga is one of the organizations\r\nimplementing selection in accepting prospective members. Based on the period of\r\nthe last two years, the management of UKM JQH al-Mizan determined the\r\ngraduation of prospective members based on the results of the selection test which\r\ncould not predict the potential for potential members. So the prediction analysis\r\nneeds to be done on the criteria used when selecting prospective members.\r\nThis study aims to determine the parameters that affect the activity of\r\nmembers using the Ensemble Bootstrap Aggregating (Bagging) based on Naïve\r\nBayes. The criteria used are gender, domicile, non-formal education, organizational\r\nexperience, achievements, interviews, literacy, skills, and selection results. The\r\nresults of the implementation of the Bagging Ensemble based on Naïve Bayes show\r\nthat the interview and achievement parameters produced the highest prediction\r\nclassification accuracy of 73.58%.\r\nNaïve Bayes-based Bagging method in its implementation managed to get\r\na higher accuracy value of 67.92% compared to the Naïve Bayes algorithm with an\r\naccuracy value of 62.26%. The evaluation results using Confusion Matrix, Bagging\r\nmethod based on Naïve Bayes produce a recall/sensitivity of 0.76, precision of 0.74,\r\nand f1-score of 0.75, while the Naïve Bayes algorithm produces a recall / sensitivity\r\nof 0.65, precision of 0.85, and f1-score of 0.74."^^ . "2020-06-30" . . . . "UIN SUNAN KALIJAGA YOGYAKARTA"^^ . . . "Fakultas Sains dan Teknologi, UIN SUNAN KALIJAGA YOGYAKARTA"^^ . . . . . . . . . "NIM.: 16650055"^^ . "Siti Shofiyah"^^ . "NIM.: 16650055 Siti Shofiyah"^^ . . . . . . "STUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA) (Text)"^^ . . . . . "16650055_BAB-I_IV-atau-V_DAFTAR-PUSTAKA.pdf"^^ . . . "STUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA) (Text)"^^ . . . . . "STUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA) (Other)"^^ . . . . . . "STUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA) (Other)"^^ . . . . . . "STUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA) (Other)"^^ . . . . . . "STUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA) (Other)"^^ . . . . . . "STUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA) (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "STUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA) (Other)"^^ . . . . . . "preview.jpg"^^ . . . "STUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA) (Other)"^^ . . . . . . "medium.jpg"^^ . . . "STUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA) (Other)"^^ . . . . . . "small.jpg"^^ . . . "STUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA) (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "STUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA) (Other)"^^ . . . . . "HTML Summary of #42686 \n\nSTUDI KOMPARASI METODE NAÏVE BAYES DAN METODE ENSEMBLE BOOTSTRAP AGGREGATING (BAGGING) BERBASIS NAÏVE BAYES UNTUK KLASIFIKASI CALON ANGGOTA (STUDI KASUS : UKM JQH AL-MIZAN UIN SUNAN KALIJAGA)\n\n" . "text/html" . . . "Tehnik Informatika"@en . . . "Organisasi" . .