Sentence examples for leverage applicability from inspiring English sources

The QSAR/QSTR models of CCRF-CEM and RPMI 8402 cell lines were validated using OECD metric standard for external and internal validation, after which the data were subjected to leverage applicability domain test to identify the chemical space within which the models are most effective.

Furthermore, chemical applicability domain was determined via leverage approach.

Finally, the Leverage approach was used to find out applicability domain and probable outliers of the developed models.

We hypothesize that uncertainty in the corresponding experimental data could be the cause; we prove this by applying a Leverage approach, while studying the validity and applicability domain of the model.

Figure 15 Applicability domain (AD) computed with Leverage method.

The applicability domain was investigated using leverage approach method as described in [61 63].

The applicability domain of the MLR model was assessed using leverage approach method, where the leverage of object i can be calculated as h i  = x i T (X T X -1 where X -1is a vector describing object i and X is a matrix composed of the objects used in the training.

The model applicability domain was always verified by the leverage approach in order to propose reliable predicted data.

Furthermore, the leverage approach (Williams plot) is used to determine the applicability domain of the model and to detect probable erroneous data points.

The applicability domain section of RRegrs plotted the leverage for the Housing best fitted model (RF) as in Fig. 5.

Finally, leverage approach is utilized to find the outliers and check the applicability domain of the proposed model.