This table depicts the average R2, mean square error, median absolute error and R2 95% confidence interval across 1000 iterations of training/testing predictions. Each row represents a different way to select genetic features for age prediction, where each column represents the metric used for evaluating the effectiveness in predicting aging. (XLSX)</p
The biological age (BA) equation is a prediction model that utilizes an algorithm to combine various...
<p>y-axis is for RD values while x-axis is for age. a) Regression using linear models; b) Regression...
Age tracking for the final age estimation model. Predictions for individuals containing at least two...
A) Sample regression analysis using the top 1000 human aging correlated genes to predict human age. ...
A) Sample regression analysis of the overlapping 50 aging correlated genes across humans. B) Histogr...
<p>* 0.05 level of significance;</p><p>** 0.01 level of significance.</p><p>The table shows standard...
A.) R2 (R-squared) and B.) Mean Absolute Error (MAE). Model name contain the duration (e.g., full we...
<p>* 0.05 level of significance;</p><p>** 0.01 level of significance.</p><p>The table shows standard...
<p>The significance of the error was determined by obtaining 1,000 randomized cross-validation error...
<p>Age-profiles in 2006 (solid) and 2012 (dashed), predicted based on regressions that control for a...
A) Sample regression analysis using all human genes to predict human age. B) Histogram of R2 values ...
<p>Age-profiles in 2006 (solid) and 2012 (dashed) for low-educated (red) and medium/high-educated (b...
Confusion matrices of average biological age prediction. A) Average age group classification results...
Predictors of PCS and MCS estimated by linear regression analysis adjusted for age of case-complete ...
The overall row shows the distribution (counts) in each age interval in the entire dataset. The rema...
The biological age (BA) equation is a prediction model that utilizes an algorithm to combine various...
<p>y-axis is for RD values while x-axis is for age. a) Regression using linear models; b) Regression...
Age tracking for the final age estimation model. Predictions for individuals containing at least two...
A) Sample regression analysis using the top 1000 human aging correlated genes to predict human age. ...
A) Sample regression analysis of the overlapping 50 aging correlated genes across humans. B) Histogr...
<p>* 0.05 level of significance;</p><p>** 0.01 level of significance.</p><p>The table shows standard...
A.) R2 (R-squared) and B.) Mean Absolute Error (MAE). Model name contain the duration (e.g., full we...
<p>* 0.05 level of significance;</p><p>** 0.01 level of significance.</p><p>The table shows standard...
<p>The significance of the error was determined by obtaining 1,000 randomized cross-validation error...
<p>Age-profiles in 2006 (solid) and 2012 (dashed), predicted based on regressions that control for a...
A) Sample regression analysis using all human genes to predict human age. B) Histogram of R2 values ...
<p>Age-profiles in 2006 (solid) and 2012 (dashed) for low-educated (red) and medium/high-educated (b...
Confusion matrices of average biological age prediction. A) Average age group classification results...
Predictors of PCS and MCS estimated by linear regression analysis adjusted for age of case-complete ...
The overall row shows the distribution (counts) in each age interval in the entire dataset. The rema...
The biological age (BA) equation is a prediction model that utilizes an algorithm to combine various...
<p>y-axis is for RD values while x-axis is for age. a) Regression using linear models; b) Regression...
Age tracking for the final age estimation model. Predictions for individuals containing at least two...