Research Article

From Heuristic to Mathematical Modeling of Drugs Dissolution Profiles: Application of Artificial Neural Networks and Genetic Programming

Table 2

Best results of the 5-fold cross-validation procedure conducted for various input vectors based ANNs models.

Input vectorRMSE

2 inputs: diameter () and time ()2.18
2 inputs: length () and time ()8.58
3 inputs: diameter (), length (), and time ()2.28