Heuristic Search Method Improves Cancer Classification Using Gene Expression Data
A combined local search and genetic algorithm improved cancer classification accuracy and reduced computational complexity across more than 30,000 patient ...
Tag: random forests
Machine Learning Reveals Demographic Factors Weakly Predict Antiretroviral Therapy Adherence Barriers
A cross-sectional study in Montreal demonstrates that machine learning models cannot reliably predict antiretroviral therapy adherence barriers from sociodemographic characteristics ...
Prediction models developed using artificial intelligence: similar predictive performances with highly varying predictions for individuals – an illustration in deep vein thrombosis
Researchers found that artificial intelligence algorithms predicting deep vein thrombosis produced widely conflicting probability estimates for individual patients despite showing ...
Explainable AI classifies origins of 52 historic blue bricks
An explainable machine-learning framework classified 52 historic blue bricks among five regional groups with 95% test accuracy using spectral and ...
AI Meets the Tide: Machine Learning Predicts Coastal Erosion on the Nile Delta
Researchers combined the Coastal Modelling System with Bayesian optimization and machine learning to predict erosion and sedimentation at Egypt's Kitchener ...
Wing Shape and Range Predict Genetic Breaks in Flying Vertebrates
A global analysis of bats and birds reveals that wing morphology and geographic range characteristics are key predictors of phylogeographic ...
Grid-Based Decision Trees Finally Get the Guarantees They Always Needed
A new Machine Learning study shows that greedy decision tree algorithms can stall with zero purity gain, and introduces grid-based ...
AI Reveals Firm Size Dominates ESG Scores Across Five US Sectors
An explainable machine learning analysis of 2,612 S&P 1500 firm-year observations finds that company size is the dominant predictor of ...
AI Outperforms Commercial Software at Decoding Bat Echolocation Calls, Review Finds
A systematic review of 207 studies finds that machine learning models, especially convolutional neural networks and random forests, consistently beat ...
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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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