Rather than having to generalize from small samples or rely on our intuition, we can study exact cultural patterns formed by millions of cultural texts.
Now what are the two ways we have to generalize, there are three ways we have to generalize the model.
By comparing the results to those achieved when using a rule-based classifier we show that the used machine learning algorithms have been able to generalize from the training data and can be used for classification of new, previously unseen, crisis tweets.
ANNs are rich and flexible nonlinear systems that show robust performance in dealing with noisy or incomplete data and have the ability to generalize from the input data.
Haidt and Lukianoff have an unfortunate tendency to generalize from outrageous examples.
In this case, the failure was "particularly impressive," since two data points would never have been enough information to generalize from.
The individual mechanisms that have been studied or found to be in some way involved in electrotaxis have been broad and difficult to generalize from: e.g., alternatively-spliced channel expression20, inositol-phospholipid signalling36, growth-factor receptor electro-polarization37, purinergic receptors38, lipid rafts39, and glycocalyx bending40.
We have taken advantage of this equivalence to generalize from dummy variables for each year to a spline of time to represent the baseline hazard and to aggregate subjects into counts per person time at risk, and we obtained a mixed Poisson regression model (Kloog et al. 2012).
Given the differences between the EDI programs for which treatment dose has been evaluated, countries where implemented, populations targeted, and how treatment dose has been operationalized, it is difficult to generalize from this small body of research.
