Sentence examples for the nearest instance 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.

Relief evaluates the importance of a variable by repeatedly sampling an instance and checking the value of the given variable for the nearest instance from the same and different classes.

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.

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.

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.

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.

Spruce also includes patient follow-up and help to find a prescription fulfillment service (such as the nearest Walgreens, for instance).

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.

Indeed, some studies have shown that people tend to round up to the nearest 5 minutes (for instance, a 12-min period becomes 10 minutes, and a 34-min one becomes 35 minutes) [42].