The first SVM based model that was developed using 881 PubChem fingerprints showed 65.09%, 62.33%, 63.89% sensitivity, specificity and accuracy with MCC value of 0.27 [Table 4].
Houvast has been derived from a strengths based model that was originally developed for people with a psychiatric disability [ 31].
In section 2.1 we discussed equation-based models that are based on particle methods and those that are based on field methods.
Traditionally, the performance of biofilters has been modeled/predicted using process-based models that are based on mass balance principles, simple reaction kinetics, and a plug flow of air stream [ 15– 15].
Concerning modeling, traditionally, the performance of many bioprocesses [ 1] has been modeled/predicted using process-based models that are based on mass balance principles, simple reaction kinetics, and a plug flow of water/air stream.
So, it is possible to build agent-based models that are closely linked to traditional economics by using economic intuitions.
This leaves us with the question about agent-based models that are suitable for being used in a data-driven approach.
Here, we emphasize the importance of utilizing hypothesis-based models that are from a deductive-scientific stance, with prior knowledge or related theory.
Physics-based models that are identified using measurement data are generally used for extrapolation to predict system behavior under other actions.
While there are meshing algorithms that can do so, they place restrictive requirements on the surface-based models that are rarely met by existing 3D model building software.
