Machine Learning Audit Exposes Flawed Credit Benchmarks in Digital Banking Systems
A rigorous re-evaluation reveals that reported near-perfect loan default predictions stemmed from data leakage rather than advanced deep learning models.
Tag: gradient boosting
Machine learning is reshaping satellite carbon monitoring, new mapping shows
A systematic review of 42 studies finds machine learning applications to satellite carbon data have surged since 2024, dominated by ...
Ensemble Machine Learning Accurately Predicts Engineered Cementitious Composite Compressive Strength
A stacking ensemble machine learning framework combining three diverse base algorithms and Lasso regression accurately predicts the compressive strength of ...
Explainable AI maps what drives glacier flow in the Western Himalaya
An explainable GeoAI framework identifies ice thickness and elevation as the dominant predictors of glacier surface velocity variability on Chhota ...
Predicting market efficiency from early orderbook signals
Researchers trained models to estimate allocative market efficiency from orderbook bids, asks and prices alone, without knowing traders' true reservation ...
Machine Learning Model Predicts Synergistic Antibiotic Combinations Against E. coli
A machine learning framework integrating drug structures, E. coli gene responses and metabolic context predicted 37 synergistic antibiotic combinations, with ...
Blood Test Model Built with Machine Learning Distinguishes First-Episode Schizophrenia from Healthy Controls
A retrospective case-control study from a single Chinese hospital built an internally validated machine learning model using six routine blood ...
Machine learning sharpens airline route passenger forecasts, with clear limits
A new study finds XGBoost reduces airline route passenger-traffic forecast error by 16.72 percent versus a naive benchmark, while showing ...
New graph-based framework cuts disaster recovery time in simulation study
A new spatiotemporal graph-based robust optimization framework reduced simulated post-disaster recovery time by 13.4% in a 2023 Türkiye–Syria earthquake case ...
Machine Learning Falls Short at Predicting Repeat Self-Inflicted Neck Injuries
Machine learning models built from 167 hospital cases of self-inflicted anterior neck injuries in young adults performed poorly at predicting ...
-
Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
-
University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
-
Bee body mass, pathogens and local climate influence heat tolerance
-
Researchers record first-ever images and data of a shark experiencing a boat strike
-
Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
Embark on a thrilling journey of discovery with Scienmag.com—your ultimate source for cutting-edge breakthroughs. Immerse yourself in a world where curiosity knows no limits and tomorrow’s possibilities become today’s reality!