xgboost

Documents about xgboost

• Imputasi Curah Hujan ERA5 Menggunakan Random Forest dan XGBoost di Maluku Utara#459082Publikasi Ilmiah STMIK Banjarbaru
• FEXGBIDS: Federated XGBoost-Based Intrusion Detection System for In-Vehicle Network#20593DOAJ
• Convolution Smoothed Quantile Regression for XGBoost#614298arXiv (OAI Expanded)
• Convolution Smoothed Quantile Regression for XGBoost#615265arXiv (All)
• Interval forecasting of solar irradiation using LSTM, XGBoost and bandwidth optimization of KDE by differential evolution#243797HAL (France)
• Explaining Youth Driver Licensing Determinants Using XGBoost and SHAP#416519Scholar Commons
• Codes and dataset for "Perfluoroalkyl substance release in permafrost surface waters is projected to increase under global warming" – XGBoost Modelling of PFAA Exceedance (1 ng/L) and Detection Probability#424535Figshare
• When machine learning extrapolates in space: How local data shape spatial transferability#384839HAL (France)
• Comparación del Desempeño Predictivo entre SVM y Técnicas Boosting para la Evaluación del Riesgo Crediticio en Cooperativa de Ahorro y Crédito Colombiana#358862Repositorio Institucional Javeriano
• XGBoost#6278OpenAlex
• Real-Time DDoS Detection using XGBOOST and Lightgbm in SDN#705662PhilArchive
• Machine Unlearning for the XGBoost Model with Network Intrusion Datasets#287131arXiv CS
• Data Sheet 1_Key biomechanical features of jump-landing under cognitive dual-task conditions: an XGBoost-SHAP-based explainable machine learning analysis.csv#669778Figshare
• Uncovering complex correlations between multidimensional factors and breastfeeding duration using XGBoost.#439218NCBI PubMed Central
• An XGBoost-based predictive framework for diabetes mellitus multi-classification.#458638NCBI PubMed Central
• Shoebill: an interpretable AlphaFold2-informed predictor of protein crystallization propensity using XGBoost.#189957NCBI PubMed Central
• CTGAN-Based Data Augmentation and XGBoost-LSTM Strength Prediction of CSG.#415714NCBI PubMed Central
• Manual federated simulation for multiple sclerosis integrating XGBoost algorithm with SHAP explanation.#421000NCBI PubMed Central
• Datasets for the manuscript entitled <i>Spatial Distribution Patterns and Driving Mechanisms of Christian Sites Along the 21st-Century Maritime Silk Road: A Spatial Statistics and XGBoost-SHAP Framework Analysis.</i>#377639Figshare
• A predictive model for PICC-related thrombosis in sepsis patients using XGBoost algorithm.#159815NCBI PubMed Central
• Video quality prediction and classification using XGBoost under variable encoding and network conditions.#242299NCBI PubMed Central
• Spiramycin (SPR) antibiotics degradation with WO3 photocatalyst and ML XGBoost model for process parameters screening.#479248NCBI PubMed Central
• An XGBoost-Based Multicenter Model for Predicting HBV-Related Hepatocellular Carcinoma: Development and Validation.#135813NCBI PubMed Central
• AI-Powered Resume Screening#432433ARPHA OAI-PMH Endpoint
• Exploring care adoption intention among older adults using XGBoost: a rural case in Anhui, China.#653262NCBI PubMed Central
• <b>Perbandingan Random Forest dan XGBoost untuk Deteksi Penipuan Transaksi Kartu Kredit pada Data Tidak Seimbang Menggunakan SMOTE</b>#339896Figshare
• MACHINE LEARNING ALGORITHMS IN FORECASTING: A COMPARATIVE ANALYSIS OF LINEAR REGRESSION, RANDOM FOREST, AND XGBOOST#11994DataCite
• MACHINE LEARNING ALGORITHMS IN FORECASTING: A COMPARATIVE ANALYSIS OF LINEAR REGRESSION, RANDOM FOREST, AND XGBOOST#11995DataCite
• Spatiotemporal evolution and driving mechanisms of ecological quality in shanxi province based on XGBoost-SHAP.#610345NCBI PubMed Central
• An interpretable XGboost algorithm for predicting 30-day mortality in acute pancreatitis using routine biomarkers.#685870NCBI PubMed Central
• Development and validation of an explainable XGBoost model for early mortality prediction in pediatric sepsis.#923438NCBI PubMed Central
• Enhanced meta ensemble stacking approach with XGBoost and optuna based detection of Parkinson's disease.#1371NCBI PubMed Central
• XGBoost-based early warning framework for farm-level PED risk using meteorological and herd management variables.#455246NCBI PubMed Central
• Integrated CNN-LSTM-XGBoost hybrid model predicts shale oil seismic attributes and global oil price trends.#465414NCBI PubMed Central
• Application of XGBoost and Random Forest algorithms for body weight prediction in Blackbelly sheep using biometric measurements.#9076NCBI PubMed Central
• XGBoost-Cox modeling with SHAP analysis for survival prediction in ovarian cancer patients: a retrospective cohort study.#159789NCBI PubMed Central
• Dataset and Code for "Estimating Global Site-Level Net Ecosystem Exchange with a Geographically Weighted XGBoost Framework"#410704Zenodo (CERN)
• Multimodal machine learning predicts type 2 respiratory failure in COPD exacerbations: a multicenter XGBoost model with clinical nomogram.#415448NCBI PubMed Central
• Prediction of long-term deformation in coal mine roadways for compressed air energy storage using numerical simulation and XGBoost#422643HAL (France)
• Uncovering complex correlations between multidimensional factors and breastfeeding duration using XGBoost#437345PLOS
• Prioritising construction accident risk factors using an integrated Random Forest, XGBoost, and ANN framework with sensitivity analysis.#476990NCBI PubMed Central
• HSTXGB: a hyperparameter self-tuning XGBoost method integrating pre- and post-processing for gene regulatory network inference.#1001052NCBI PubMed Central
• Construction of an XGBoost-SHAP-based malignant transformation risk prediction model for gallbladder polyps#140163Unpaywall
• Fault detection by an ensemble framework of Extreme Gradient Boosting (XGBoost) in the operation of offshore wind turbines#284089Enlighten Publications
• AIM2 framework for smart marketing innovation using AI driven consumer analytics with SOR neural networks and XGBoost in Saudi retail.#156780NCBI PubMed Central
• Modelo predictivo de churn involuntario para una empresa de telecomunicaciones en Colombia#379163Repositorio institucional EdocUR
• Construction of an XGBoost-SHAP-based malignant transformation risk prediction model for gallbladder polyps.#136109PubMed
• Modelo de propensión a la toma de créditos de consumo en una empresa del sector financiero#188621Repositorio Universidad del Desarrollo
• Forecasting tomato production in major Asian producers: a comparative study of ARIMA, exponential smoothing, score-driven models, and XGBoost.#219171NCBI PubMed Central
• An interpretable XGBoost model for contrast-associated acute kidney injury in patients with acute coronary syndrome: development and geographical external validation.#636382NCBI PubMed Central