For example, some models simply predict an annotation graph, possibly associating it with a numerical score, whereas others assign a score to potentially each node in the ontology, with an expectation that a good decision threshold would be applied to provide useful annotations.
However, we felt it was more meaningful to frame our findings in a realistic context, rather than to benchmark against a naive statistical model that simply predicted the majority class for all observations.
ZeroR algorithm simply predicts the majority category (class).
The significant deviation of the growth and structure of mixed-species stands from the weighted mean of monocultures, however, underlines that the dynamics of mixed-species stands cannot be simply predicted by models developed for monocultures (Forrester and Tang 2016, Pretzsch et al., 2015a).
Models with lower performance were close to simply predicting yield from the average yield for each number of cuts (MAE of 9.86 Mg ha−1).
For some fluxes and storages, the hydrologic response due to changing urban fraction cannot be simply predicted from a linear mixing model.
" These are simply predicted orientations based on a model of caveolar striations.
The magnetic resonance condition can be simply predicted by a modified capacitor inductor (LC) model, and electromagnetic field distributions are presented to illustrate the unique behavior of magnetic polaritons such as field localization and induced currents.
Still others say their models simply failed to predict how the markets would react to near-catastrophic, once-in-a-lifetime financial events like the credit crisis and the collapse of Lehman Brothers.
The latter, with a simple peak stress condition, i.e. a simple Notch Analogue model, simply stating that below the fatigue limit, infinite life is predicted for any size of contact.
