Sentence examples for prediction goals from inspiring English sources

We distinguish two prediction goals: (i) Numerical prediction – predict the exact value of the popularity, (ii) Classification – predict the popularity range that an item is most likely to fall in.

Regarding the sufficiency of the prediction size to be used for evaluation of the proposed networks, Table 1 compares the size of the predicted data of the present study to the data size related to prediction goals of recent similar studies.

Recent research indicates that this result holds more generally, so that it may be more scientifically-sensible in many domains to pursue early warning rather than ex ante prediction goals [14 28].

Roughly speaking, the proposed approach to predictability assessment involves determining how probable it is to reach the SSI from a CSS and deciding if these reachability properties are compatible with the prediction goals.

For each of the three types of parameter evaluations, four types of prediction models were constructed, which covered the two types of prediction goals and two types of modeling scenarios.

Thus, given the k possible outcomes the prediction goal is to correctly predict the popularity class of a web content.

The prediction goal is to minimize the gap between predicted values and real values.

Lu et al. [18] applied Markov chain models to CDR-based locations in Cote D'Ivore, with a prediction goal of estimating the last location of the day at the prefecture (county) level.

The objective of this work is to introduce a framework that optimally allocates the available computational resources in order to achieve highest accuracy associated with a given prediction goal.

State design: we design a set of hidden states based on the possible functionality of each nucleotide in the genomic sequence being analyzed.We incorporate each motif type as a state since this is our prediction goal.

Observe that this type of warning analysis is both important in applications and "easier" to accomplish than more standard prediction or forecasting goals.