Ensemble AI models predict permeability of waste foundry sand amended soil
A study published in AI in Civil Engineering demonstrates that ensemble AI models, specifically Gradient Boosting with Decision Trees, can ...
Tag: gradient boosting
CatBoost Model Leads Machine Learning Forecasts of Seasonal Water Demand in Iran
A comparative study in Isfahan Province demonstrates that CatBoost delivers superior predictive accuracy for seasonal water consumption by integrating environmental ...
Systematic Review Exposes Major Practical Hurdles in AI-Driven Groundwater Mapping
A comprehensive systematic review of more than 230 studies reveals that while artificial intelligence enhances groundwater mapping accuracy, real-world adoption ...
Hierarchical Machine Learning Model Improves Regional Multi-Leg Train Delay Predictions
A hierarchical machine learning framework combining leg-level gradient boosted trees and transfer-feasibility analysis accurately predicts journey-level passenger rail arrival delays.
Audit Finds Rigorous Validation Is Rare in Team Sport Predictive AI
A scoping review of 258 studies revealed that while predictive artificial intelligence in team-sport athlete monitoring has surged, rigorous validation ...
Machine Learning Classifies Encrypted Darknet Traffic Using Optimized Feature Selection Methods
Computer scientists evaluated Boruta, Recursive Feature Elimination, and Lasso feature selection across eight machine learning algorithms to classify encrypted darknet ...
Kendall’s Tau Effectively Evaluates Synthetic Tabular Healthcare Dataset Similarity
Researchers established that Kendall's tau serves as the most reliable feature importance ranking metric for assessing similarity between real and ...
Digital Integration Strengthens China’s Domestic Value Chain Resilience and Mitigates Volatility
A double machine learning analysis reveals that integrating digital technologies with physical industries significantly stabilizes China’s domestic value chains by ...
Serum MicroRNA Model Demonstrates Promising Diagnostic Accuracy in Breast Cancer Study
In a multicenter observational case-control study, a serum microRNA ensemble model achieved an area under the curve of 0.875 for ...
AI Model Predicts Methane Storage in Metal-Organic Frameworks
A new machine learning model accurately predicts methane storage in metal-organic frameworks but fails to outperform direct screening for inverse ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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