Hence, the implemented feature selection approach has an efficient role for achieving robust models with reliable predictive performance.
While part of the lawmen's anxieties came from machine guns developed after World War I, "the greatest impetus [of a new string of bank robberies] was the automobile, especially the new models with reliable, powerful, V-8 engines.
This paper presents analysis of oxidative coupling of methane on Li/MgO packed porous membrane reactor (PMR) by the fixed-bed reactor (FBR) model with reliable reaction kinetic equations.
In this discourse-like review, we argue that modelling with reliable simulations of human-environmental interactions necessitate linking modelling and simulation research much stronger to science fields such as landscape ecology, community ecology, eco-hydrology, etc.
Over past decades, a number of quantitative structure activity relationship (QSAR) models have been developed to predict rodent acute toxicity [5 7], It is well-known that acute toxic effect results from multiple potential modes of action (MOA), and it is quite difficult to develop a universal model with reliable prediction accuracy to an extensive data set.
Due to the complicated mechanisms involved in acute toxicity, it is a difficult task to build a single QSAR model with reliable prediction accuracy by using traditional statistical approaches, such as multiple linear regression (MLR), partial least squares (PLS), principal components regression (PCR), etc.
We used Raji cells, because homogenous expandable population of these cells enabled to reproduce an acute lymphoblastic leukemia model with reliable and constant proliferation and mortality characteristics.
This figure considered the number of conceptual dimensions needed to ensure a final factor model with reliable factor loadings in exploratory factor analysis [ 23, 25].
Because a classical validation of a model with reliable field data is nearly impossible for rare diseases, we chose to verify the accuracy of our RF for IBR with past, well documented cases of the disease [ 46, 47].
In theory, radiobiological modeling, coupled with reliable predictive assays, can be used to rationalize the selection of patients for particular schedules in trials.
All variables in the unadjusted models were associated with reliable data acquisition except residential country (table 3).
