Safety-first AI ensemble catches every flood signal in Sri Lanka river trial
A solar-powered IoT node and a recall-optimized LSTM–XGBoost ensemble achieved 100% positive-class recall on a Sri Lankan river's single test ...
Tag: XGBoost
Satellites and Machine Learning Sharpen Fire Risk Maps in Mountainous China
A new study in Shanxi Province shows that combining satellite soil moisture, ERA5-Land reanalysis data, and XGBoost machine learning improves ...
Machine Learning Reveals Genetic Divide Between Chinese Kirghiz and Kyrgyzstan Sheep
A new genomic study combining population genetics and machine learning reveals that Chinese Kirghiz sheep are genetically differentiated from neighboring ...
Sand-Mixing and Fertilizer Strategy Boosts Foxtail Millet on Saline-Alkali Soil
Researchers found that mixing 10 percent river sand into surface soil combined with moderate fertilizer application optimizes water infiltration, salt ...
Harnessing massive climate data for enhanced risk prediction: a GA-optimized LSTM and XGBoost hybrid approach
Climate change is no longer a distant threat but a present-day reality that manifests through increasingly frequent and severe extreme ...
Genes and Screens: Machine Learning Reveals What Drives Dyslexia Risk in Children
A large Chinese case-control study combining machine learning and polygenic risk scores finds that home literacy environment and shared genetic ...
AI Reads Parent Questionnaires to Flag ADHD, but a Third of Its Reasons Don’t Hold Up
A temporal validation study found that large language models predicted ADHD diagnoses from parent questionnaires nearly as well as classical ...
Machine Learning Spots Hidden Balance Loss at Moderate Altitudes Before Classic Hypoxia Symptoms Appear
A new study combining statistics and machine learning shows that measurable postural instability emerges at simulated altitudes as low as ...
When Machine Learning Models Fake a Trading Edge: How Data Leakage Manufactured a Perfect Bank Nifty Prediction
A new study shows how data leakage and flawed backtesting protocols can manufacture apparently strong machine learning predictions in financial ...
Smart Contract Security Put to the Test: Ensembles Beat Deep Learning, but Active Learning Falls Short
A new comparative study finds that ensemble classifiers outperform deep learning models for smart contract vulnerability detection, while uncertainty-based active ...
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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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