Sentence examples for data instance of from inspiring English sources

In these events, if the number of neighbors of a given data instance of x is greater than k then x will never be an outlier and is called a safe inlier.

Now, DS is defined as the source domain data where ({text{D}}_{text{S}} = left{ {left( {{text{x}}_{text{S1}},{text{y}}_{text{S1}} } right) ldots,left( {{text{x}}_{text{Sn}},{text{y}}_{text{Sn}} } right)} right}), where ({text{x}}_{text{Si}} in {mathcal{X}}_{S}) is the ith data instance of DS and ({text{y}}_{text{Si}} in {mathcal{Y}}_{S}) is the corresponding class label for xSi.

According to Federal Railroad Administration data, instances of New Jersey Transit derailments, collisions, and other safety incidents have gone up, though injuries did fall, in 2014 and 2015.

The principle of this method is based on the intuitive concept that data instances of the same class should be closer in the feature space.

To validate our idea and demonstrate the efficiency of the proposed algorithm for KPs, experiments are carried out with various data instances of KP and MKP and the results are compared with those of BPSO and GPMBPSO.

The second is that time alignment of multi-sourced data requires that data instances originated from the same node shall have the same interval, or the data instances of different nodes shall be generated at the same time [19].

Let Ω be the original training set and ϕ be the set of all negative data instances of Ω.

To determine whether classifier performance was affected by the sequence context of the substitution site, SVMs were trained with data instances of various window sizes.

Support Vector Machines[ 26] are classifiers that divide data instances of different categories with a linear boundary supported by a very clear gap (called maximum margin).

Support vector machines (SVMs) have been trained with the feature-encoded data instances of protein stability changes upon amino acid substitutions.

As mentioned before, for top-k search, we visit the rings according to its MPD and add all data instances of the ring into the priority queue, which is sorted at the end of every iteration.