A novel classification method based on stacking ensemble for imbalanced problems
Imbalanced problems are a significant challenge in data-driven diagnosis technology, as the
data collected from the scenario of engineering are usually imbalanced. Imbalanced data …
data collected from the scenario of engineering are usually imbalanced. Imbalanced data …
Implementation of LightGBM and Random Forest in Potential Customer Classification
L Sari, A Romadloni, R Lityaningrum… - TIERS Information …, 2023 - journal.undiknas.ac.id
Classification is one of the data mining techniques that can be used to determine potential
custumers. Previous research show that the boosting method, especially LGBM, produces …
custumers. Previous research show that the boosting method, especially LGBM, produces …
Comparison between faster R-CNN and CNN in recognizing weaving patterns
Weaving is a particular type of cloth made specifically with distinctive motifs which is a
traditional handicraft of Nusantara archipelago. It is necessary to have a motive recognition …
traditional handicraft of Nusantara archipelago. It is necessary to have a motive recognition …
CART Classification on Ordinal Scale Data with Unbalanced Proportions using Ensemble Bagging Approach
LHY Arini, S Solimun, A Efendi… - JTAM (Jurnal Teori dan …, 2024 - journal.ummat.ac.id
CART is one of the algorithms in data exploration techniques with decision tree techniques.
Unbalanced class proportions in the classification process can cause classification results of …
Unbalanced class proportions in the classification process can cause classification results of …
KLASIFIKASI DETEKSI PASIEN HEPATITIS C VIRUS (HCV) MENGGUNAKAN METODE ARTIFCIAL NEURAL NETWORK (ANN) DAN OVERSAMPLING SMOTE
Abstract Virus Hepatitis C (HCV) merupakan masalah kesehatan global dengan lebih dari
160 juta orang terinfeksi setiap tahunnya dan menyebabkan lebih dari 350 ribu kematian …
160 juta orang terinfeksi setiap tahunnya dan menyebabkan lebih dari 350 ribu kematian …
Klasifikasi Emosi pada Teks Berbahasa Inggris Menggunakan Pendekatan Ensemble Bagging
E Junianto, M Puspitasari, SI Zakaria, T Arifin… - Jurnal Nasional Teknik … - journal.ugm.ac.id
This study highlights the importance of emotion classification in English text, particularly in
human interaction on social media, which often involves unstructured data. Emotions play a …
human interaction on social media, which often involves unstructured data. Emotions play a …
Analisis Sentimen Ulasan Aplikasi Gojek Di Google Play Store Menggunakan Multinomial Naï ve Bayes
IS Lundam, JBB Darmawan - ReTII, 2024 - journal.itny.ac.id
The development of technology in Indonesia has facilitated various human activities,
including in the field of transportation through online-based services such as Gojek, a …
including in the field of transportation through online-based services such as Gojek, a …
Comparative Analysis of Bagging and Boosting Algorithms on the Classification of the Popularity of Educational-themed Youtube Videos
U Pujianto, AR Taufani… - 2021 7th International …, 2021 - ieeexplore.ieee.org
Youtube is a social media that is currently widely used by the public to access and share
information in the form videos. In Indonesia, video content with the theme of entertainment …
information in the form videos. In Indonesia, video content with the theme of entertainment …
Prospect Prediction Model of Indonesian Telematics Medium and Large Enterprises Using Ensemble Approach
ET Tosida, FD Wihartiko, AC Dewi… - … , Multimedia, Cyber and …, 2021 - ieeexplore.ieee.org
Medium and Large Enterprises (MLE) play an important role in promoting development and
increasing Indonesia's competitiveness in the international arena. Currently, there is not …
increasing Indonesia's competitiveness in the international arena. Currently, there is not …