Tag: Gradient boosting

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Recent Related Articles to Gradient boosting

Turning Weak Signals into Strong Predictions | Chicago Booth Review

Added to Collection on: 2024-10-26 18:19:00

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Regression analysis
Curve fitting
Estimation theory
Machine learning algorithms
Lasso
Overfitting
Gradient boosting
Neural network
Shrinkage
Linear regression
Machine learning
Xiu
Shěn

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An optimized machine learning framework for predicting and interpreting corporate ESG ... - PLOS

Added to Collection on: 2025-03-06 20:06:47

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Machine learning
Model selection
Ensemble learning
Environmentalism
Artificial intelligence
Hyperparameter optimization
XGBoost
Greenwashing
Hyperparameter
Gradient boosting
Explainable Artificial Intelligence
Boosting

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A comparative analysis of binary and multi-class classification machine learning algorithms ...

Added to Collection on: 2025-04-09 20:39:47

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Ensemble learning
Statistical classification
Applied machine learning
Free and open-source software
Open-source artificial intelligence
Catboost
LightGBM
Boosting
Frailty
Multiclass classification
XGBoost
Gradient boosting

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Machine learning with hyperparameter optimization applied in facies-supported permeability ...

Added to Collection on: 2025-04-15 17:01:20

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Ensemble learning
Applied machine learning
Free and open-source software
Open-source artificial intelligence
Machine learning
Boosting
Catboost
Gradient boosting
XGBoost
Interquartile range
Box plot
Training, validation, and test data sets

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Machine Learning Versus Statistics - Marine Technology News

Added to Collection on: 2025-05-09 00:20:59

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Cybernetics
Artificial intelligence
Computational neuroscience
Formal sciences
Learning
Machine learning
Explainable Artificial Intelligence
Gradient boosting
Prediction
Training, validation, and test data sets
Dependent and independent variables
Flood forecasting

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Multimodal ensemble machine learning predicts neurological outcome within three hours ... - Nature

Added to Collection on: 2025-08-13 17:06:48

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Machine learning
Model selection
Statistical classification
Computational neuroscience
Free and open-source software
Cross-validation
Hyperparameter optimization
Neural network
Hyperparameter
Gradient boosting
Optuna
Calibration

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Predicting water quality index using stacked ensemble regression and SHAP based ... - Nature

Added to Collection on: 2025-08-24 16:41:59

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Ensemble learning
Catboost
Boosting
Gradient boosting
XGBoost
Root mean square deviation
Predictive analytics
Linear regression
AdaBoost
Neural network
Training, validation, and test data sets

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Development and validation of a machine learning-based risk prediction model for post ...

Added to Collection on: 2025-09-26 18:32:13

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Ensemble learning
Machine learning
Model selection
Gradient boosting
XGBoost
Cross-validation
Boosting
LightGBM
Lasso
Support vector machine
Regularization
Hyperparameter optimization

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Predicting Cycloplegic Spherical Equivalent Refraction Among Children and Adolescents ...

Added to Collection on: 2025-10-03 04:20:16

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Ensemble learning
Decision trees
Least squares
Boosting
Object recognition and categorization
XGBoost
Gradient boosting
Cycloplegia
Myopia
Root mean square deviation
Mean squared error
Random forest

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Machine learning–driven prediction and analysis of lifetime and electrochemical parameters ...

Added to Collection on: 2025-10-13 04:13:55

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Ensemble learning
Applied machine learning
Catboost
Free and open-source software
Open-source artificial intelligence
Rechargeable battery
Gradient boosting
Boosting
Electric battery
XGBoost
Correlation

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