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Ricky Firmansyah
Universitas Adhirajasa Reswara Sanjaya
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Journal : Jurnal Informasi Pengabdian Masyarakat

 1 
Peptida Anti Kanker Membranolitik (ACPS) Pada Kanker Paru – Paru Menggunakan Metode Naïve Bayes Dan K-Nearest Neighbor Hafidh Ashil Fadhlurrahman; Alpi Parhan; Muhammad Faizal Muttaqin; Ramdan Aditya Wijaya; Ricky Firmansyah
Jurnal Informasi Pengabdian Masyarakat Vol. 1 No. 3 (2023): Agustus: Jurnal Informasi Pengabdian Masyarakat
Publisher : Sekolah Tinggi Agama Buddha Nalanda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47861/jipm-nalanda.v1i3.297

Abstract

Lung cancer is one of the most common types of disease. In this study the methods used are Naive Bayes (NB) and K-Nearest Neighbor (K-NN), which include algorithms that work well for classifying datasets. The purpose of this research is to compare the classification algorithms of Naive Bayes and K-NN, both of which are quite effective for analyzing cancer data. Rapid Miner is used together with Naive Bayes and K-NN algorithms for decision making. After the research was carried out, the results of the study using the Naive Bayes method found that lung cancer had an inactive-virtual class of 750 with a precision of 100%, an inactive-exp of 52, a precision class of 56.45%, a mod-active 75 class of 57.69% precision, and a precision of class 37 which is very active. 17% with an accuracy of all 86.56% which is included in the good classification category. While the K-nearest neighbor algorithm method, it turns out that ACPs lung cancer which has inactive-virtual totals 750 class precision 100% inactive-exp 52, class precision 56.45%, mod-active 75 class precision 57.69%, very-active 37 class precision 17% with all 93.01% accuracy, which is included in the excellent classification category. It can be seen from the two methods that we analyze, the K-nearest neighbor algorithm method, displays a classification that has a greater percentage than the Naive Bayes method, in other words the use of the K-NN method on ACPs lung cancer data is more accurate than the Naïve Bayes method.
Co-Authors Adela Maharani Adhy Mauludin Nur Aziz Adinda Shafa Qolbu Risnanti Adinda Shafa Qolbu Risnanti Adnen Bait Sabila Adrian Permana Afifa Ainun Nur Anisah Afriza Medias Agianto, Rifqi Agung Khoeruddin Agung Muhamad Fikri Agus Sutardi Ahmad Fauzan Ahmad Fauzan Aisah Yuningsih Ajeng Hilmi Nurul Ilmi Akmal Panji Rabhani Akmaluddin Akmaluddin Alfina Fitriani Alhuda Ramadhan Alin Agnia Aliya Devi RAMADYTA Alpi Parhan Alvi Annisa nurul haq Amelia Anjani Amelia Novianti Amelia Putri Anggraeni Amyra Syalsabila Andhika Andhika Anggi Dwi Nurul Aini Anggi Setiawati Anggi Setiawati Anggia Arfiani Putrie Anis Fitriyah Anwar Maulana Apprilisda Ranica Putri Ari Kresnayanti Ari Wijaya Arief Pratama Arief Rosyidie Arief Rosyidie, Arief Arifin Yusuf Permana Arkan Naufal Arya Febriansyah Asmiati Asmiati Asmiati Asmiati Asti Hermawati Aulia Agustina Aulia Dwi Rahmawati Aulia Dwi Rahmawati Aulia Tazkiya Aulia TAZKIYA Aulia Wahyu Damayanti Aulia Wahyu Damayanti Ayu Oktaviani Bagas Oxy Exa Andriansyah Bayu Saputra Beben Kadar Solihat Candra Edmond Chika Shafa Salsabila Chika Shafa Salsabila Cici Rahma Damayanti Dani Sulaeman Danick Adi Pratama Dara Ananda Dara Ananda Dari Dianata Agustin Dari Dianata Agustin Dejar Julian Komara Desi Permata Sari Destyani Mariah Solihah Desy Riyanti Devi Maria Saadah Devianti Anggraeni Devira Vianti Putri Devy Fitria Rakhmawati Dhia Syahrul Mubarok Dilla Amalia Robiha Dinda Septiayuni Dini Cahyani Dini Dianti Diva Sukma Az-zahra Dwi Khaira Ramdhanni Dwi Khaira Ramdhanni Dwiani, Selvi Eka Novianita Elsa Anggraeni Eva Indriany Fadila Andini Fahri Andriansyah Sudrajat Fahri Ilman Rojak Algipari Fahri, Amin Fauzi Rivano Rachmat Faza Rahmania Faza Rahmania Rahmania Femmy Novica Ramadanis Femmy Novica Ramadanis Fika Anilda Fikri Mutawalli Dinullah Fiqih Hismanudin Fiqri Khalid Aziz Al-rasyid Firgan Febryan Firgi Ahmad Dilla Fitri Hayati Fitria Budi Pertiwi framuditya Framuditya Bagas Saputra Galuh Purnama Gigin Ramadan Gina Sonia Gina Sonia Gregian Bayu Anugrah Hadid Fathan Azisabil Haerunnisa Haerunnisa Hafidh Ashil Fadhlurrahman Hari Noer Fazri Hendri Hermawan Adinugraha HERMAWAN Hesti Puspita Alawiah Hiu Hawaririn Erambono Holid, Wildan Gunawan Iis Nurkamillah Iis Saidah Iis Saidah Imam Abdul Aziz Aziz Iman Kuwangid Imelda Cantika Imelia Insyra Fadillah Indria Maulani Intan Cahyani Irma Suryani Isnaeny Noer Oktavia Hanif Isti Septiani Ivan Muhammad Rizki Jaka Alam Jauhar Ma'ruf Kania Monika Karlina Karlina Komalasari, Yunika Kurnia Kurnia Lina Lulus Destianti Linda Nur Hopipah M Azkha Arrosyid M. Rahssyal Daffa H M.Fakhrizal Nur Athoilah Marianus Ara Goran Lamadorok Marissa Marissa Maulana, Rian Ferdian Mega Salsabila Mega Wahyuni Nurfarijah Meilinda Eka Putri Melda Eka Suci Mico ALDIANSYAH Mila Puspitasari Mila Puspitasari Mochamad Akbar Mochammad Noor Arif WIRASAPUTRA Mochammad Rhizal Divawan Mohamad Daffa Adriansyah Mohammad Robi Mokhamad Gustiawan Muhamad Agung Muhamad Hilmi Fahrezi Muhamad Ilham Pratama Muhamad Imam Faizal Muhammad Fadhiil Alamsyah Muhammad Fadhil Alamsyah Muhammad Faizal Muttaqin Muhammad Ihsan Rabbani Muhammad Imam FAIZAL Muhammad Prayoga Adie Pradja Muhammad Prayogi Adie Pradja Muhammad Rafli Gunadi Putra Muhammad Revin R Muhammad Rizal Fadilah Muhammad Rizki Sulaiman Muhammad Saeful Hilalulloh Mutiya Kansa M Nabila Putri Azahra Nabila Rahma Yunita Nabilla Salma Latifha Nanang Hunaifi Nanang Hunaifi Nanang Hunaifi, Nanang Nandy Naufal Neng Novy Yulianty Nida Adila Ramdhini Nisa Lusiana Nisa Luthfiah Azzahra Nisa, Haerunnisa Nona Siti Nuraisyah Noor Rahman Novalda Nur Putri Novia Ayu Almawati Novia Ayu Almawati Paskalis Beda Masan Permana, Adia Pratama Nugraha Permana, Adia Pratama Nugraha Permana, Adrian Phitsa Mauliana Phitsa Mauliana Phitsa Mauliana, Phitsa Pirman Suryadi Puspita Hasri Puteri Marchanda Izzati Puteri Marchanda Izzati Putri Agustin Putri Agustin Putri Nuraini Putri Sandha Fadilla Putri Tsania Mahmud R Dewi Sulastriningsih R. Arya Rahmadiyatmaka R. Dewi Sulastriningsih R. Dewi Sulastriningsih Rafi Daryl Hafiz Rahma Anugrah Mulyawan Rahmaniza Maulana Raisya Nadzira Zahirahtush Raka Imam Rachmawan Ramdan Aditya Wijaya Ranti Febrianti Ranti Febrianti Ranti Febrianti Ranti Ranti Kivania Rehan Alif Albani Reni Septiani Kusmana Reni Sulastri Resti Kartika Dewi Reyhan Febrianti Suherman Rifqi Agianto Rifqi Agianto Rifqi Agianto Rifqi AGIANTO Rika Malinda Rini Junita Manalu Rini Junita Manalu Risan Viargi Riski Alpama Risky Kurniawan Risman Risman Rismaya Ristu Juli Y Rizal Akda Pamungkas Rizal Akda PAMUNGKAS Rizki Permana Rizkia Meinita Rizky Fadhilah Rollando G.E Ronisa Rul Fahmi Sa'adah Khoeriyah Sabrina Putri Lestari Salma Win Yuniar Ramdani Sari Lestari Saudah Putri Saffana Selly Nuryani Selvi Yulyanti Serly Agustin Serly Agustin Setiawati , Anggi Setiawati Ningsih Shafa Nurul Shalsabila Shalma Putri Shandra Ziva Hendriani Shandra Ziva Hendriani Hendriani Sheirany Guntari Shifa Indriani Silven Yonathan Sinta Puspita Sari Siti Nurkhodijah Siti Sa'adah Soca Ramadhani Sri Mulyani Sri Putri Nurjanah Srie Wijaya Kesuma Dewi Srie Wijaya Kesuma Dewi Suci Qodarul Hikmah Suci Rahmayati Suci RAHMAYATI Suci Rosulliya Sucya Sri Yuliana Sugiyono Sugiyono Surya Deni Surya Purnama Putra Syam, Agus Tiyansyah Syeila Ayu Rizkita Syeila Ayu Rizkita Teguh Sumarno Tiara Nurhaliza Anggraeni Tiari Rahma Fani Tri Lestari Tri Putra Satriawan Tri Putra Satriawan Tubagus Faisal Ahmad Fauzi Turnawan Turnawan, Turnawan Vera Febrianty Vera Febrianty Vini Shiva Salshabila Vira Nur INTAN Widiya Sulistia Putri Wildan Wiguna Wildan Wiguna Windi Setiawati Wita Aulia Susanti Wulan Alviena Putri Utami Yoga Pratista Yunika Komalasari Yurni Fadhillah Zein Muhamad Rizki Zen N VIRGIAWAN