It is characterised by a very different distribution of examples among the classes.
However, in many real-life situations the distribution of examples is skewed since the examples of some of the classes appear much more frequently.
The percentage distribution of examples of the weA type according to the process concerned is given in Table 6.
The AFP problem posed in CAFA is more challenging than the typical machine learning problem, as the usual assumption in machine learning is that the distribution of examples in the training set is reflective of that in the test set.
The empirical powers for all the three tests are higher in the case of the parametric family of distributions of Example 1 compared to RSC model of Example 2 for all sample sizes.
Many cases showed a patchy distribution of fascin (example in 1 h), whereas in others over than 50% of the cells stained strongly (example in 1i).
The predominant site of distribution, for example, intratumoral, invasive edge of tumour was noted.
To produce a simulated population data set for any one of the five examples, a set of 10,000 auxiliary variable values were generated, based on the frequency distribution of that example.
The product distribution of, for example, consecutive, competitive reactions is sensitive to concentration gradients at the molecular scale (segregation).
Incorporating such alterations into the finite-element model of fracture deformation should be trivial, but would require information about the distribution of, for example, cohesion and internal friction angle in the rock, in the direction normal to the fracture face.
