Machine Learning Matches Classic Models at Predicting Child Mortality in Zambia
A comparison of four survival modeling frameworks on 9,362 Zambian births found machine learning offered no predictive advantage over traditional ...
Tag: gradient boosting
Open Data Machine Learning Framework Predicts Which Media Platform Users Will Stay
A new open-data study built a reproducible machine learning framework for predicting user retention on media platforms, finding that a ...
Graph features boost short-term urban CO forecasting, not full-day prediction
A hybrid model combining visibility-graph features with an explicit data-quality score cut 30-minute urban carbon monoxide forecast error by 8.7% ...
Federated Edge AI Keeps Dairy Cow Health Data on the Farm While Predicting Disease
A simulation-based study reports that a federated Edge-AI framework combining smart neck collars and a hybrid GBoost-LSTM model predicted dairy ...
Machine Learning Rebuilds Missing Sonic Logs and Keeps Rock Classification on Track
A study of six Browse Basin wells shows gradient boosting can reconstruct sonic logs missing under a harsh simulated pattern, ...
Satellite monitoring of population-weighted surface heat and blue-green resource mismatch across four Chinese cities
An abstract reports that 8.8%–14.1% of urban-core grids in four Chinese cities combined high surface heat with limited blue-green resources ...
Artificial intelligence-based analysis of digital media engagement and user sentiment using machine learning techniques
A new leakage-controlled machine learning framework achieves strong sentiment classification on social media data while revealing that engagement prediction collapses ...
Retrospective machine learning models predict amputation risk in diabetic arterial disease
A retrospective multicenter study of 1,919 Chinese patients found that a 14-predictor gradient-boosting model achieved an AUC of 0.828 for ...
Machine learning predicts liposome uniformity across 306 formulations
A study of 306 microfluidic liposome formulations found that gradient boosting predicted polydispersity better than one prior benchmark and identified ...
AI turns routine blood count reports into a low-cost multi-disease screening tool
Researchers have built an AI pipeline that digitizes paper-based complete blood count reports with PaddleOCR and uses tuned machine learning ...
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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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