Search Results

Comparison of Support Vector Machine (SVM) and Random Forest (RF) Algorithm Performance with Random Undersampling Technique to Predict Gestational Diabetes Mellitus Risk

• Authors : Annisa Damayanti; Anna Baita

Subjects: dmg; prediksi; svm

• Source: Journal of Applied Informatics and Computing, Vol 9, Iss 2, Pp 328-337 (2025)

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Teknik Random Undersampling untuk Mengatasi Ketidakseimbangan Kelas pada CT Scan Kista Ginjal

• Authors : Irfan Surya Ramadhan; Abu Salam

Subjects: kidney cyst, deep learning, cnn, random undersampling, ct scan; Information technology; T58.5-58.64

• Source: Techno.Com, Vol 23, Iss 1, Pp 20-28 (2024)

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Threshold optimization and random undersampling for imbalanced credit card data

• Authors : Joffrey L. Leevy; Justin M. Johnson; John Hancock

Subjects: Output thresholding; Credit Card Fraud Detection Dataset; Random undersampling

• Source: Journal of Big Data, Vol 10, Iss 1, Pp 1-22 (2023)

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Impact of random oversampling and random undersampling on the performance of prediction models developed using observational health data

• Authors : Yang, Cynthia; Fridgeirsson, Egill A.; Kors, Jan A.

Subjects: article

• Source: Yang, C, Fridgeirsson, E A, Kors, J A, Reps, J M & Rijnbeek, P R 2024, 'Impact of random oversampling and random

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Impact of random oversampling and random undersampling on the performance of prediction models developed using observational health data

• Authors : Cynthia Yang; Egill A. Fridgeirsson; Jan A. Kors

Subjects: Patient-level prediction; Clinical prediction model; Class Imbalance Problem

• Source: Journal of Big Data, Vol 11, Iss 1, Pp 1-17 (2024)

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Developing Financial Distress Prediction Models Based on Imbalanced Dataset:Random Undersampling and Clustering Based Undersampling Approaches.

• Authors : Ghomi, Seyed Behrooz Razavi¹; Mehrazin, Alireza¹ ; Shoorvarzi, Mohammadreza¹

• Source: Advances in Mathematical Finance & Applications. Summer2024, Vol. 9 Issue 3, p737-762. 26p.

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Detecting web attacks using random undersampling and ensemble learners

• Authors : Richard Zuech; John Hancock; Taghi M. Khoshgoftaar

Subjects: CSE-CIC-IDS2018; Intrusion Detection; Web Attacks

• Source: Journal of Big Data, Vol 8, Iss 1, Pp 1-20 (2021)

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Smote vs. Random Undersampling for Imbalanced Data - Car Ownership Demand Model

• Authors : Wuttikrai Chaipanha; Patiphan Kaewwichian

Subjects: TA1001-1280; tour-based model; Science

• Source: Communications, Vol 24, Iss 3, Pp D105-D115 (2022)

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Finding Biomarkers from a High-Dimensional Imbalanced Dataset Using the Hybrid Method of Random Undersampling and Lasso

• Authors : Masithoh Yessi Rochayani; Umu Sa'adah; Ani Budi Astuti

Subjects: biomarkers; high-dimensional imbalanced dataset; random undersampling (rus)

• Source: ComTech, Vol 11, Iss 2, Pp 75-81 (2020)

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Random Undersampling Wireless EEG Measurement Device using a Small TEG.

• Authors : Kanemoto, Daisuke; Hirose, Tetsuya; Miyata, Takuya

Subjects: compressed sensing; electroencephalogram; random undersampling

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