Sentence examples for based on external data from inspiring English sources

At the same time, the scam_m models are made more generally applicable, especially for predictions based on external data, by the ability to take expert knowledge into account.

If a change-point T0 is fixed based on external data or information, AIC0 should be compared with AIC12 = AIC1 + AIC2.

Since these ultra-conserved regions are based on external data, artefacts due to the relatively low coverage of the pig genome sequences are not important here.

In practice, this assumption is not necessarily valid because a source of external information may be obtained from an external evaluation based on external data and/or information and also on internal data and/or information (e.g., EBV and associated REL obtained in country E1 based on external data E1 and on internal data E0).

After the internal validation by leave-n-out approaches suggested that the full classifier (all 12 compounds) works with good predictivity, we proceeded to independent validation approaches based on external data sets.

However, difficulties exist in ensuring that all prior distributions are plausibly vague, when not based on external information – a challenge given how little data is sometimes available [ 201, 202].

Assumptions stated in the previous section led to each source of external information to be obtained from an external evaluation that was based only on external data and free of internal data and information, as well as of the N-1 other external data and information.

This paper presents a new methodology for estimation of small posterior failure probabilities for underground energy pipelines, based on external corrosion inspection data.

An external evaluation (EVALE) was performed as a BLUP evaluation using the system of equations (2 ) and based on external pedigree and data.

Although EVALJ was based on external and internal data, double-counting of contributions due to records between joint and internal information was not taken into account.

The model was built based on external and internal geometric data provided by the corresponding photogrammetric and ground-penetrating radar (GPR) techniques.