There are several advantages in using ANNs when compared to current chemometric methods such as PCA and PLS-DA, namely that the input data can be in any format and need not be pre-processed (although processing and treating data before input may be beneficial in some circumstances), they are more quickly developed, and do not require expensive proprietary software.