Sentence examples for transferred model from inspiring English sources

Although a major concern in the validation of a microarray-based prediction model is model transferability i.e. the usefulness of a transferred model outside of its intended use, it is also desirable that the signature developed from the internal dataset is applicable to predict future samples.

Additionally, the sensitivity of the transferred model was assessed using data sets with different sample sizes.

Examination of the test set of hydrated biofilm samples showed that overall, 93% of voxels were properly identified using the transferred model.

The variance of the PND cluster mean explained by the partially transferred model is represented with decreasing shades of blue.

However, in the adoptively transferred model of PGIA, we could hardly detect any T cells within the synovial tissue of the joints of SCID mice by TPM imaging either before or after arthritis development.

The KRN serum transferred model resembles human RA because both are chronic symmetric joint diseases with pannus formation and destructive bone and cartilage erosion, predominantly of the distal joints.

The transferred models are based on the use of standards.

The BA model performed better than the transferred models but not as well as the neighborhood-specific models or the calibrated transferred models (Tables 2– 5 and SI Table S10; Figure 2).

Locally-calibrated transferred models (R = 0.19 0.40) and the Boston-area model (adjusted-R = 0.26, range: 0.13 0.30) performed similarly to neighborhood-specific models; however, some coefficients of locally calibrated transferred models were uninterpretable.

Transferred models with explanatory variables from the original neighborhoods and recalibrated coefficients estimated the measured ln PNC) nearly as well as the original models and much better than transferred models without calibration (Table 5 and SI Tables S6 S9; Figures S5 S8).

As a result, it can be difficult to effectively transfer models, even when they are employed successfully in other contexts.