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Pendekatan dengan Oversampling dan Undersampling untuk Meningkatkan Akurasi Diagnostik Kanker Tiroid Purnajaya, Akhmad Rezki; Darmawan, Justin; Yamin, Valerian; Charles, Charles
Jurnal Pustaka Data (Pusat Akses Kajian Database, Analisa Teknologi, dan Arsitektur Komputer) Vol 4 No 1 (2024): Jurnal Pustaka Data (Pusat Akses Kajian Database, Analisa Teknologi, dan Arsitekt
Publisher : Pustaka Galeri Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55382/jurnalpustakadata.v4i1.667

Abstract

Kanker tiroid, yang menjadi perhatian global dan sering kali tidak memiliki gejala awal, sehingga memerlukan deteksi yang tepat. Penelitian ini menggunakan Support Vector Machine (SVM) untuk identifikasi subtype kanker tiroid, yang bertujuan untuk meningkatkan akurasi, sensitivitas, dan spesifisitas. Dengan memanfaatkan data klinis, penelitian ini menggabungkan pemrosesan awal data dan memanfaatkan Random Over-Sampling (ROS) dan Random Under-Sampling (RUS) untuk mengatasi ketidakseimbangan kelas. Hasilnya menunjukkan kinerja klasifikasi yang tinggi, dengan data sampel menunjukkan sensitivitas yang unggul. Penerapan SVM yang sukses, bersama dengan ROS dan RUS, menjanjikan akurasi diagnostik yang lebih baik dan hasil pasien yang lebih baik.
Hukuman dan Ganjaran Berdasarkan Hadis Nabi Muhammad SAW dalam Pendidikan Coil, Coil; Charles, Charles
AHKAM Vol 2 No 3 (2023): SEPTEMBER
Publisher : Lembaga Yasin AlSys

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58578/ahkam.v2i3.1382

Abstract

Students are motivated to learn when using rewards and punishments as teaching methods. Thus, the goals and objectives of rewarding and punishing students are to raise their desire to do better and to be more active in carrying out the positive activities they have already done, including the development of student-worthy morals. In order to be effective, rewards and penalties must be used in teaching. Rewards are given to pupils in recognition of their accomplishments or good deeds, whereas punishment has a deterrent impact on rule-breaking on the part of students. It is important to keep in mind that punishment does not involve suffering and instead encourages individuals to develop their independence. It's crucial to use both rewards and penalties to teach children. Students are motivated to learn when using rewards and punishments as teaching methods. Thus, the goals and objectives of rewarding and punishing students are to raise their desire to do better and to be more active in carrying out the positive activities they have already done, including the development of student-worthy morals. Teachers are expected to administer incentives and penalties in accordance with the law so that students would accept them wholeheartedly. And it is hoped that there won't be any miscommunication between teachers and students as long as rewards and penalties are given. In order for the use of rewards and penalties to benefit pupils and improve them, particularly in terms of morality.
Implikasinya Pendidikan Karakter Peserta Didik Dalam Q.S Al Hujurat Ayat 1-5 Menurut Tafsir Ibnu Katsir Pratama, Andy Riski; Charles, Charles
Alifbata : Jurnal Pendidikan Dasar Vol 3 No 1 (2023): Alifbata
Publisher : STAI Darul Kamal Darul Kamal NW Kembang Kerang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51700/alifbata.v3i1.389

Abstract

Morals that hit some students in the country. One indicator of the crisis is due to the widespread coverage in the mass media related to impolite behavior by students in a number of educational institutions in the country, this issue shows that the practice of moral attitudes for students is very important in Islamic education. Therefore students must have good attitudes or morals towards educators, with a good attitude possessed by students and educators it is hoped that the goals of Islamic education can be achieved properly. The focus of the problem in this study is how students interact with educators in Q.S al-Hujurat verses 1-5 and their implications for Islamic education. The approach used in this study is library research (literature study), namely deepening, reviewing and identifying existing knowledge in the literature (reference books or other research results) related to the discussion under study. In this discussion the method used is the deductive method. From the results that the authors have done, it shows that the morals of students and educators have a polite attitude as contained in the contents of Al-Hujurat verses 1-5, that is, students may not precede when walking with educators, except for asking permission, when we are talking to educators, we are not justified in speaking loudly as we are talking to our neighbors, but in a voice that is gentle and full of respect. The implication in Islamic education, the attitude that students should have in interacting with educators is to imitate what has been explained by Allah in Q.S al-Hujurat verses 1-5, so with this all the rules regarding politeness will be applied in Islamic education.
Penerapan Pembelajaran Berbasisi CAL (Computer Assisted Learning) pada Mata Pelajaran PAI di SMP Negeri 2 Payakumbuh Mustafa Tito, Dendi; Afrinaldi, Afrinaldi; Charles, Charles; Junaidi, Junaidi
MASALIQ Vol 4 No 6 (2024): NOVEMBER
Publisher : Lembaga Yasin AlSys

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58578/masaliq.v4i6.4215

Abstract

This research is motivated by the implementation of a CAL (Computer Assisted Learning) based model that is not appropriate or optimal implemented by Islamic Religious Education teachers. This study aims to describe the application of CAL-Based Learning (Computer Assisted Learning) carried out by Islamic Religious Education teachers in Islamic Religious Education class VIII at SMP Negeri 2 Payakumbuh and to find out the obstacles faced by Islamic Religious Education teachers in the implementation of CAL-Based Learning (Computer Assisted Learning) in grade VIII PAI subjects at SMP Negeri 2 Payakumbuh. The results of the research findings conducted by the author show that: The application of CAL-Based Learning (Computer Assisted Learning) in PAI learning is not fully in accordance with the theory and has shortcomings. There are four elements that are studied in this study, namely: Planning, Implementation, Learning Media used, and supporting and inhibiting factors in the Implementation of CAL-Based Learning (Computer Assisted Learning). Obstacles faced by teachers in implementing CAL (Computer Assisted Learning) in Islamic religious education learning include: lack of student learning motivation, lack of student learning activity, lack of student discipline and relatively short allocation of learning time and hours.
The Effect of Motivation and Learning Style on Student PAI Learning Outcomes at SMP Negeri 02 Piobang Kec. Payakumbuh Azahra, Fatma; Charles, Charles; Afrinaldi, Afrinaldi; Wati, Salmi; Riski Pratama, Andy
FONDATIA Vol 8 No 4 (2024): DESEMBER
Publisher : Pendidikan Guru Madrasah Ibtidaiyah STIT Palapa Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36088/fondatia.v8i4.5534

Abstract

This study was conducted to address the low motivation and learning styles of class VIII students in participating in learning activities at SMP Negeri 02 Piobang, Payakumbuh District. Issues observed include students not paying attention during lessons, lack of focus, and leaving school early. The research aimed to: (1) examine the influence of learning motivation on PAI (Islamic Education) learning outcomes; (2) analyze the effect of learning styles on PAI learning outcomes; and (3) investigate the combined effect of motivation and learning style on PAI learning outcomes. The study employed a quantitative ex post facto approach, with data collected through questionnaires and multiple-choice tests. A simple random sampling technique was used to select participants from the student population. Multiple linear regression analysis revealed the following results: (1) Learning motivation significantly influences PAI learning outcomes, as indicated by a p-value < 0.05 and t-value of 13.527 > 1.99345; (2) Learning style also significantly affects PAI learning outcomes, shown by a p-value < 0.05 and t-value of 14.279 > 1.99345; and (3) Both factors together significantly influence PAI learning outcomes, with an F-value of 101.516 > 3.124 and p-value < 0.05.
Proses Belajar Mengajar Melalui Interaksi Edukatif Berdasarkan Surah al-Kahfi ayat 66 sampai 78 subhani, niimma; Charles, Charles; Wardani, Febri
Tadarus Tarbawy Jurnal Kajian Islam dan Pendidikan Vol 6, No 2 (2024): Tadarus Tarbawy : Jurnal Kajian Islam dan Pendidikan
Publisher : Universitas Muhammadiyah Tangerang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31000/jkip.v6i2.12773

Abstract

The teaching and learning process between Prophet Khidir and Prophet Moses in the context of educational interaction is an example that is rich in educational values in Islam. This story, listed in the Qur'an surah al kahf verses 66 to 78 which describes the journey of Prophet Moses who wants to learn from Prophet Khidir, a person who has knowledge that he does not have. This study aims to analyze the aspects of educational interaction that occurred between the two prophets, including the principles of learning, the manners of teachers and students. Through a qualitative approach and text analysis, this study found that the interaction between Khidir and Moses reflected the importance of discipline, patience, and mutual respect in the educational process. In addition, the lesson given by Prophet Khidir to Prophet Moses shows a contextual and gradual learning method, where every action has deep wisdom. The results of this study are expected to provide new insights into the concept of education in Islam and its application in the modern context.
Implementasi Model Pembelajaran Teaching Factory (TEFA) di SMK Negeri 1 Batipuh Harbes, Beni; Sesmiarni, Zulfani; Charles, Charles; Ahida, Ridha; Iswantir, Iswantir; Aprison, Wedra; salsabila, Sarah; Armedo, Muhammad
Paramacitra Jurnal Pengabdian Masyarakat Vol. 2 No. 01 (2024): Vol. 2 No. 1 (2024): Volume 02 Nomor 01 (November 2024)
Publisher : PT Ininnawa Paramacitra Edu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62330/pjpm.v2i01.132

Abstract

Dalam era pendidikan yang terus berkembang, pendekatan inovatif seperti Teaching Factory (TEFA) menjadi solusi untuk meningkatkan kualitas pembelajaran di pendidikan vokasi, terutama dalam mempersiapkan lulusan yang kompeten dan siap menghadapi dunia kerja. Model ini mengintegrasikan praktik industri nyata ke dalam proses pembelajaran, memungkinkan siswa untuk memperoleh pengalaman kerja yang relevan. Tujuan utama TEFA adalah menjembatani kesenjangan antara teori yang diajarkan di kelas dengan keterampilan praktis yang dibutuhkan di dunia industri. Melalui pengajaran berbasis produksi, siswa tidak hanya mempelajari teori, tetapi juga terlibat dalam kegiatan produksi yang menghasilkan barang atau jasa yang memiliki nilai ekonomi. Penelitian ini menggunakan pendekatan studi kepustakaan untuk mengembangkan konsep TEFA dan prosedur implementasinya di sekolah menengah kejuruan (SMK). Hasil analisis menunjukkan bahwa penerapan TEFA mampu meningkatkan keterampilan teknis, manajerial, dan interpersonal siswa, serta memperkuat kemitraan antara sekolah dan dunia kerja. Dengan penerapan TEFA, lulusan diharapkan tidak hanya menguasai aspek kognitif, tetapi juga memiliki sikap profesional dan keterampilan yang relevan untuk bersaing di pasar global, terutama di tengah tantangan revolusi industri 4.0. Model pembelajaran ini menawarkan harapan baru dalam menciptakan generasi tenaga kerja yang siap dan kompeten sesuai dengan kebutuhan industri.
The Concept Of Physical Education and Its Integration With Mental Health According to The Qur'An and Hadith Eliwatis, Eliwatis; Rusydi, Rusydi; Charles, Charles; Maimori, Romi; Herawati, Susi
AGENDA: Jurnal Analisis Gender dan Agama Vol 4, No 2 (2022): AGENDA: Jurnal Analisis Gender dan Agama
Publisher : Universitas Islam Negeri Mahmud Yunus Batusangkar

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (298.553 KB) | DOI: 10.31958/agenda.v4i2.7871

Abstract

Physical education in the view of Islam cannot be underestimated, because between the physical and the spiritual man is a unity. When physical education is carried out, it actually includes education for the human spirit, and vice versa. A popular motto is "al-'aqlu al-saliim fii al-jismi al-saliim", that has meaning a healthy soul there is a strong body. But in fact, physical education is often neglected because it focuses more on education that fills and develops spiritual potential. It will make human development completely unattainable. This paper tries to explain what and how the concept of physical education material contained in the Qur'an and Hadith, as well as its relationship to human health physically and psychologically. The research method used is descriptive qualitative through library research, therefore the source of data in this study is literature related to the discussion, with the data collection method is literature study (book survey). Data analysis using content analysis method which is descriptive analysis. The results showed that physical education is closely related to human health both physically and psychologically, including worship activities such as prayer and fasting, sports activities such as archery, horse riding and swimming and also activities related to hygiene and diet. This study concludes that the physical education material contained in the Qur'an and Hadith does not only focus on human physical health and development, but actually contains aspects of education and guidance on human mental/spiritual health.
Perancangan Media Pembelajaran Interaktif Berbasis Android Menggunakan Smart APP Creator 3 Dalam Mata Pelajaran Biologi Muliany, Reski; Zakir, Supratman; Sesmiarni, Zulfani; Charles, Charles
Education Achievement: Journal of Science and Research Volume 5 Issue 3 November 2024
Publisher : Pusdikra-Publishing.com

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51178/jsr.v5i3.2128

Abstract

Penelitian ini bertujuan untuk merancang media pembelajaran interaktif berbasis Android menggunakan Smart App Creator 3 pada mata pelajaran Biologi di SMPN 3 Kecamatan Payakumbuh. Proses pembelajaran yang interaktif dan menarik sangat penting untuk meningkatkan minat belajar siswa, terutama dalam konteks pembelajaran jarak jauh yang diterapkan selama pandemi COVID-19. Metode penelitian yang digunakan adalah Research and Development (R&D) dengan model ADDIE, yang meliputi tahap analisis, desain, pengembangan, implementasi, dan evaluasi. Uji validitas produk dilakukan oleh tiga ahli, yang menunjukkan nilai validitas rata-rata sebesar 0,97, menunjukkan bahwa media tersebut valid dan dapat digunakan. Uji praktikalitas melibatkan guru dan siswa, dengan hasil menunjukkan tingkat kepraktisan yang sangat tinggi. Uji efektivitas dilakukan menggunakan rumus Richard R. Hake (G-Score), menghasilkan nilai rata-rata G sebesar 0,81, yang menunjukkan efektivitas tinggi media pembelajaran yang dirancang. Hasil penelitian ini diharapkan dapat memberikan kontribusi dalam meningkatkan proses pembelajaran Biologi yang lebih efektif dan menarik bagi siswa, serta mendukung penggunaan teknologi dalam pendidikan.
Guru Profesional dalam Perspektif Al-Qur'an dan UU NO 14 Tahun 2005 : Membangun Generasi Rabbani Khairunnisa, Khairunnisa; Vedira , Mila; Charles, Charles; Pratama, Andy Riski
Education Achievement: Journal of Science and Research Volume 5 Issue 3 November 2024
Publisher : Pusdikra-Publishing.com

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51178/jsr.v5i3.2195

Abstract

Penelitian ini bertujuan mengkaji konsep profesionalisme guru dalam perspektif Al-Qur'an dan Undang-Undang No. 14 Tahun 2005 tentang Guru dan Dosen, serta mengintegrasikan kedua pendekatan tersebut untuk membangun generasi rabbani. Dengan menggunakan metode kepustakaan, penelitian ini menganalisis ayat-ayat Al-Qur'an yang relevan, seperti QS. Al-Baqarah: 2, QS. Al-Mujadilah: 11, dan QS. Luqman: 12-19, serta ketentuan dalam UU No. 14 Tahun 2005. Hasil penelitian menunjukkan bahwa profesionalisme guru dalam Al-Qur'an mencakup kompetensi ilmiah, khuluqiyah, dan jismiyah yang meliputi kecakapan akademik, keteladanan moral, dan kesehatan fisik. Sementara itu, UU No. 14 Tahun 2005 menekankan kompetensi pedagogik, profesional, sosial, dan kepribadian. Integrasi nilai-nilai Al-Qur'an dengan kerangka regulasi dalam UU No. 14 Tahun 2005 menghasilkan paradigma pendidikan yang tidak hanya berorientasi pada pencapaian akademik tetapi juga pembentukan karakter yang mencerminkan nilai-nilai spiritual dan moral. Penelitian ini merekomendasikan sinergi antara pendekatan normatif religius dan kerangka hukum formal untuk meningkatkan kualitas guru dan menghasilkan generasi yang cerdas, berakhlak mulia, dan berorientasi spiritual.
Co-Authors Aceh, Milna Afriani Adriati, Irna Afrinaldi Afrinaldi Agusli, Gunawan Ahmad Taufik Al Qarana, Gilang Albert Alfi Rahmi, Alfi Alimir, Alimir AM, Rusdy AM, Rusydi Anaas Tri Ridlo Dina Yuliana, Anaas Tri Ridlo Dina ANDIKA SAPUTRA Andy Riski Pratama Angresia, Yola ani ani Arifmiboy, Arifmiboy Arjoni, Arjoni Arman Husni Armedo, Muhammad Arnada, Septia Stri Aulia Rahman, Aulia Rahman Aulia, Ridho Azahra, Fatma Buyung Buyung, Buyung Coil, Coil Darmawan, Justin Darul Ilmi Deswalantri, Deswalantri Eliwatis Eliwatis Ersisri, Ersisri Fadhdina, Irma Resti Fajri, Annur Fajri, Hasan Farera, Eflin Harbes, Beni Hasibuan , Pendi Hasnah, Fatria Huda, Nikmatul HUTAHAEAN, THOMAS FIRDAUS Intan Sari Irawan, Andreas Dwi Irwansyah, Joni Iswantir M Jamil, Ahmad Jasmienti, Jasmienti Jessica Junaidi Junaidi Kartina Kartina Kartini, Fina Khairunnisa Khairunnisa Kinata, Ayu Kartika Lailatul Fitri Lestari, Annisa Sri Lestari, Atika Putri Lillah, Sri Wahyu M Amin, M Maimori, Romi Mastiah Mastiah, Mastiah Melani, Melyann Muhammad Nur Muhiddinur Kamal Muliany, Reski Murdiana, Murdiana Murliadi, Zuria Mustafa Tito, Dendi Nabiilah, Ghinaa Zain Oktovia , Sendy Peterianus, Septian Purnajaya, Akhmad Rezki Purnomo, Lorio Putra, Romi Putri, Etiya Rahmadian, Latifah Riadi, R.M Rianto, Leonov Ridha Ahida Rusinar, Rusinar Rusydi Rusydi Safitri, Elinda Salsabila, Sarah Saputra, Wanda Febrian Saputri, Hanis Amalia Sari, Dewita Purnama Sari, Jumita Permata Srikartikowati, Srikartikowati subhani, niimma Supriadi Supriadi Susi Herawati Syafitri, Aisyah Syam, Hidayani Syaputra, William Vedira , Mila Wardani, Febri Wati, Salmi Wedra Aprison Yamin, Valerian Yuherman , Yuherman Yulyana, Yulyana Yusutria Yusutria Z, Aliah Syahira. Zakir, Supratman Zulfani Sesmiarni