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TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparative study of standalone classifier and ensemble classifier
Ensemble learning is one of machine learning method that can solve
performance measurement problem. Standalone classifiers often show a poor
performance result, thus why combining them with ensemble methods can
improve their performance scores.…
performance measurement problem. Standalone classifiers often show a poor
performance result, thus why combining them with ensemble methods can
improve their performance scores.…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Analysis sentiment about islamophobia when Christchurch attack on social media
Islamophobia is formed by "Islam" with "-phobia" which means "fear of
Islam". This shows the view of Islam as "other" and can threaten Western
culture. The recent horrific terror attack that took place at the Christchurch mosque in New Zealand, is…
Islam". This shows the view of Islam as "other" and can threaten Western
culture. The recent horrific terror attack that took place at the Christchurch mosque in New Zealand, is…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Hoax classification and sentiment analysis of Indonesian news using Naive Bayes optimization
Currently, the spread of hoax news has increased significantly, especially on social media networks. Hoax news is very dangerous and can provoke
readers. So, this requires special handling. This research proposed a hoax news detection system using…
readers. So, this requires special handling. This research proposed a hoax news detection system using…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A hybrid naïve Bayes based on similarity measure to optimize the mixed-data classification
In this paper, a hybrid method has been introduced to improve the
classification performance of naïve Bayes (NB) for the mixed dataset and
multi-class problems. This proposed method relies on a similarity measure
which is applied to portions that…
classification performance of naïve Bayes (NB) for the mixed dataset and
multi-class problems. This proposed method relies on a similarity measure
which is applied to portions that…
Implementasi metode Naive Bayes Classifier pada Evaluasi Kepuasan Mahasiswa terhadap Pembelajaran Daring
Dampak dari pandemic Coronavirus Disease-2019 (COVID-19) salah satunya adalah
kegiatan proses belajar dan mengajar yang dilakukan dengan secara Online. Pembelajaran
secara daring bisa dilakukan dengan menggunakan piranti lunak masing masing.…
kegiatan proses belajar dan mengajar yang dilakukan dengan secara Online. Pembelajaran
secara daring bisa dilakukan dengan menggunakan piranti lunak masing masing.…
Comparative Analysis of Accuracy in Identifying Types of Glass
To see whether the proposed research model is able to improve the performance of the
classification of the Glass Type Identification data using the K-Nearest Neighbor (K-
NN) method then the results will be compared with the C4.5 method and the…
classification of the Glass Type Identification data using the K-Nearest Neighbor (K-
NN) method then the results will be compared with the C4.5 method and the…
Deteksi Penyakit Daun pada Tanaman Padi Menggunakan Algoritma Decision Tree, Random Forest, Naïve Bayes, SVM dan KNN
Pertanian sebagai salah satu sektor industri menjadi bagian pekerjaan yang menunjang
pemenuhan kebutuhan makanan pokok masyarakat seperti tanaman pangan. Tanaman padi
merupakan tanaman pangan yang rentan terserang hama. Pengenalan terhadap jenis…
pemenuhan kebutuhan makanan pokok masyarakat seperti tanaman pangan. Tanaman padi
merupakan tanaman pangan yang rentan terserang hama. Pengenalan terhadap jenis…
Data Mining untuk Nasabah Bank Telemarketing Menggunakan kombinasi Algoritm Naïve Bayes Dan Algoritma Genetik
Strategi yang digunakan untuk telemarketing dengan melakukan media promosi, strategi
tersebut merupakan sebuah cara pemasaran yang digunakan pihak bank, dalam penawaran
produk kepada nasabah, bank, salah satu produk yang akan di tawarkan adalah…
tersebut merupakan sebuah cara pemasaran yang digunakan pihak bank, dalam penawaran
produk kepada nasabah, bank, salah satu produk yang akan di tawarkan adalah…
PROSIDING SEMINAR NASIONAL KEBIDANAN 2021
STIKes Syedza Saintika Padang Vol. 1 No. 1 : “Kebijakan Strategi dan Penatalaksanaan Penanggulangan Covid di Indonesia”
ANALISA KINERJA METODE KLASIFIKASI DATA MINING MENGGUNAKAN ALGORITMA NAÏVE BAYES UNTUK PREDIKSI KETEPATAN WAKTU KELULUSAN MAHASISWA (STUDI KASUS STIKES SYEDZA SAINTIKA)
Tingkat kelulusan merupakan salah satu parameter efektifitas institusi pendidikan. Penurunan tingkat kelulusan mahasiswa berpengaruh terhadap akreditasi perguruan tinggi. Database perguruan tinggi menyimpan data administrasi dan akademik mahasiswa,…