Synthetic Minority Over-Sampling Technique for Regression
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Feb 7, 2024 - Python
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smote
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Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.
machine-learning tensorflow neural-networks autoencoder vae class-imbalance smote variational-autoencoder
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Jul 31, 2019 - Python
Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/
python machine-learning decomposition balancing resampling preprocessing decision-trees class-imbalance ensembles python-package smote oversampling bagging undersampling multi-class-imbalance
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May 17, 2024 - Python
Synthetic Minority Over-sampling Technique
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Mar 27, 2017 - Python
Dealing with class imbalance problem in machine learning. Synthetic oversampling(SMOTE, ADASYN).
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Aug 15, 2018 - Python
Implementation of novel oversampling algorithms.
python data-science machine-learning scikit-learn smote oversampling imbalanced-learning kmeans-smote geometric-smote g-somo clustering-based-oversampling
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Feb 5, 2025 - Python
ICSE'18: Tuning Smote
optimization genetic-algorithm tuning hyperparameter-optimization classification software-engineering differential-evolution class-imbalance hyperparameter-tuning smote released defect-prediction sbse
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Aug 15, 2018 - Python
HR Analytics Dataset
python machine-learning hr logistic-regression human-resources smote recursive-feature-elimination rfe
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Mar 29, 2019 - Python
本项目开发了一个基于机器学习的禽流感病毒(H5N1)预测系统，旨在通过分析历史数据和实时社交媒体信息，对禽流感疫情进行预测和风险评估。该系统采用决策树算法结合 SMOTE 过采样技术，实现了对不平衡数据的有效处理和高精度预测。
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Feb 6, 2025 - Python
This repository contains the code of our published work in IEEE JBHI. Our main objective was to demonstrate the feasibility of the use of synthetic data to effectively train Machine Learning algorithms, prooving that it benefits classification performance most of the times.
machine-learning artificial-intelligence classification evaluation-metrics augmentation imbalanced-data smote evaluation-framework synthetic-data adasyn synthetic-dataset-generation copulas ctgan
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Aug 8, 2022 - Python
AI MLOps Project – A production-grade MLOps pipeline for scalable, reproducible, and cloud-ready machine learning with Spark, scikit-learn, MLflow, and LLM-powered analytics.
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Jun 29, 2025 - Python
The experimental codes using PyTorch from the paper that was submitted to GECCO 2020.
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Feb 16, 2021 - Python
python data machine-learning r spider machine-learning-algorithms smote oversampling smote-ipf spider2 smoteipf
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Feb 1, 2019 - Python
IoT intrusion detection project enhancing detection accuracy of DoS/DDoS attacks through data imbalance correction using SMOTE and machine learning classifiers, achieving an F1-score of 0.999983.
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Jul 8, 2025 - Python
This capstone project was completed for the Winter 2018 Galvanize Data Science Immersive program. The project aid users in rooting out the usage of fake images on the internet by automatically scraping web pages related to a topic of interest, cross referencing the images from each each web page with a directory of known fake images, and identif…
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Feb 14, 2018 - Python
A minority oversampling method for imbalance data set
python data-science numpy pandas python-3 class-imbalance data-augmentation imbalanced-data smote oversampling smote-sampling
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Sep 4, 2020 - Python
Corporate Credit Rating Prediction System - Knowledge Engineering Project - A.A. 2023-2024
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Jun 23, 2025 - Python
Comparison of FFT, DE_RF against SMOTUNED
optimization genetic-algorithm tuning hyperparameter-optimization classification software-engineering fft differential-evolution hyperparameter-tuning smote sbse
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Nov 14, 2018 - Python
Develop predictive models that can determine, given a particular compound, whether it is active (1) or not (0).
data-mining scikit-learn dimensionality-reduction decision-trees imbalanced-data smote oversampling singular-value-decomposition truncated
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Nov 9, 2017 - Python
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