We deliberately add some uncertainty to the presidential forecast, as compared with the model's internal calculations of it, because statistical models based on a small number of data points — in this case, the eleven presidential elections since 1968, which is when the polling data becomes more robust — tend to underestimate real-world uncertainties because of a problem known as "overfitting".
The large error in the backarc side at 16 32 Hz was probably due to the small number of data.
A small number of data sets could result in a poor correlation, subsequently leading to the wrong conclusion.
We also assume that the model in the previous study is too crude for the small number of data.
Therefore we have arbitrarily selected a small number of data types (xsd:string, double, integer, date, boolean).
Fuzzy regression is used to fit the small number of data points and the resulting fuzzy uncertainty is incorporated in the estimated probability of failure.
A training set (S_{t}) is assumed to include the new input (image) data; this will normally include a rather small number of data.
They aim to discretize by considering the natural groups and prevent partitioning any interval that will possess a small number of data points.
However, in the health domain, sometimes we are confronted with a small number of data sets or rare events, where aML-approaches suffer of insufficient training samples.
Also, since the subsystems of the PWARX system are linear, by considering a small number of data in a specified time interval, a LD can be created.
We did this because our samples had a small number of data points, which is common for controlled experiments in software engineering involving humans as participant subjects.
