STK-BA

1 paper2 findings

Humans1

Effects

1

Model overfitting

downin silico1

1 study

STK-BA decreases model overfitting in silico.
“a composite ML-BA based on the Stacking method with a simple meta-model (STK-BA), which overcame the overfitting problem”
In silicoChinese population medical examination data
A machine learning-based data mining in medical examination data: a biological features-based biological age prediction model
Research SquareJun 24, 2022Preprint

Associations

1

Chronological age

upin humans1

1 study

STK-BA is associated with chronological age in humans (r = 0.66, P < 0.001).
“associated more strongly with CA (r = 0.66, P < 0.001)”
HumansChinese population
A machine learning-based data mining in medical examination data: a biological features-based biological age prediction model
Research SquareJun 24, 2022Preprint

Latest

BMC BioinformaticsOct 4

A machine learning-based data mining in medical examination data: a biological features-based biological age prediction model

Study in peopleBiomarkers

Research SquareJun 24

A machine learning-based data mining in medical examination data: a biological features-based biological age prediction model

Preprint: cross-sectional study in peopleBiomarkers

ML-BA1