Table 3.
Performance results for training on subsets of the data, on females, on males and on a random half subset of the Qatar Biobank data.
Females | Males | On 1/2 training set | On total training set | |
---|---|---|---|---|
Age (years) | 0.89 | 0.86 | 0.86 | 0.89 |
Systolic blood pressure (mmHg) | 0.44 | 0.19 | 0.29 | 0.40 |
Diastolic blood pressure (mmHg) | 0.14 | 0.21 | 0.14 | 0.24 |
Haemoglobin A1c (%) | 0.28 | 0.16 | 0.25 | 0.34 |
Relative fat mass | 0.23 | 0.07 | 0.40 | 0.43 |
Testosterone (nmol/L) | 0.03 | 0.04 | 0.48 | 0.54 |
For completeness the performance results on the test set when trained on the total training set are included in the table as well. Obtained R2 values on the respective test sets on person level are shown.