Sentence examples for the nearest instance of from inspiring English sources

The evaluation performed by the ReliefF (RF) consists on repeatedly sampling an instance and considering the value of the given attribute for the nearest instance of the same and different class.

RF is a multivariate correlation-based feature selection method that compares feature values of the k nearest instances for the same and the other classes [ 37].

It is based on classifying instances assigning labels guided by the K nearest instances labels.

Our recognition process calculates a distance measure to find in our ATs the action instance that is the nearest neighbor of the given unknown instance.

The nearest neighbors of an instance are defined by the Euclidean distance [ 4].

Unlike those, it makes predictions which can be tested experimentally, not now but perhaps in the near future for instance through detailed analysis of the CMB.

Step 1: Calculate the conditional probability distribution of each instance associated to each label; Step 2: Calculate the distance between the xi test instance and the training instances; then find k nearest instances for xi.

A range of growth factors in various combinations were tested with the aim, in the first instance, of maintaining near-native crypt length, topology, morphology and polarity (figure 3A,B, see online supplementary figure S4).

In ML-kNN, the labels of test instances are judged directly by nearest instances, which is different from kNN.

Based on the theory of kNN, ML-kNN aims to find k nearest instances for each test instance.

For instance, the near-extinction of vultures has been a hot topic here.