To evaluate our proposed framework, two corpora are designed and collected from the real-life data covering diverse topics and genres.
A case study based on the real-life data shows that the model is useful for manpower planning at air cargo terminals and the integrated approach is far superior to a traditional two-stage approach.
We show in detail the partitions obtained when using the real-life data sets described above.
The real-life data sets supporting the conclusions of this article are available in [UCI Machine Learning Repository. http://archive.ics.uci.edu/ml].
Figure 3 presents a comparison of the overall purity obtained by applying the proposed method using the real-life data sets described above.
The real-life data used as training data originate from two different application types that are both developed as academic projects in universities in France.
However, it is well known that some of the deterministic quantities used in modeling, e.g. epidemiological, biological events are acquired through statistical analysis of the real-life data.
CC measures how well the predicted values from a forecast model "fit" with the real-life data (Yuan and Yu 2012).
It provides a way to respond to the real-life data you generate and make mid-course corrections when your data so indicates.
