Tag: Matthews Correlation Coefficient

A diagnostic accuracy study reveals that thoracic ultrasound identifies over ninety percent of traumatic rib fractures confirmed by computed tomography, ...

A benchmark across 6,900 outputs revealed that reasoning modes substantially increased clinical text extraction accuracy while noticeably lengthening inference latency.

A simulation study found that only the scaled Brier score consistently met proposed prevalence-related criteria for evaluating hard classifications in ...

A comparative study finds that a fine-tuned DistilBERT pipeline reliably detects deceptive hotel reviews while a Perceiver-based pipeline collapses toward ...

NASA AERONET researchers have developed a cloud screening algorithm that detects thin cirrus clouds by identifying sharp spikes in the ...

Researchers have developed CLMSynth, an open-source Python package that generates synthetic labels with precisely controlled agreement to known cluster structures, ...

Researchers at Yantai University have developed SSAO, an adaptive oversampling method that uses Gaussian mixture model clustering and minimum enclosing ...