Machine Learning Modestly Predicts Airflow Obstruction in Older Indian Adults
A nationwide analysis of older Indian adults found that while nearly ninety percent of spirometry-defined airflow obstruction cases are unrecognised ...
Tag: machine learning benchmark
Grape Leaf Variety Classification Benchmark Reveals Major Deep Learning Performance Hurdles
A benchmark of five transfer learning models on 8,000 field-collected grape leaf images showed top test accuracy reached only 61.2 ...
Deep Learning Model Predicts Adhesive Hydrogel Strength Under Distribution Shift
A dual-modality deep encoder called SIMPLEX achieved the highest R-squared of 0.6712 for predicting adhesion strength of hydrogel formulations collected ...
Prompt-engineered embeddings fail to beat strong tabular models in demand forecasting benchmark
A new benchmark finds that prompt-engineered contextual embeddings improved Random Forest but failed to outperform a strong tabular XGBoost model ...
Synthetic Japanese claims benchmark puts healthcare fraud detection to a frozen, one-shot test
Researchers built a synthetic, Japan-calibrated medical claims benchmark with traceable fraud counterfactuals and a frozen single-access evaluation, reporting strong anti-fraud ...
Massive hyperspectral dataset teaches AI to spot bare soil from the sky
A new 108-million-pixel hyperspectral benchmark called HyBEAR provides expert-verified, parcel-level bare soil labels and a standardized validation protocol to accelerate ...
New Open Dataset Captures Rotor Blade Faults Under Ever-Changing Speeds
Researchers at Anhui Agricultural University have released a labelled vibration dataset of rotor blade damage recorded under both constant and ...
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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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