Sentence examples for instance label from inspiring English sources

So, for instance, label "288" indicates 288 items processed one by one and it is a point of change of user interests - literally, change of rank of concepts C1, C6, C4 and C8 in the short-term profile layer.

It updates the testing instance label set predictions and the relational features of label and instance correlations.

Support vector machines [ 21- 23] use the following decision function for classifying instance label pairs (x i, y i), i = 1,..., l for all x i ∈ ℝ n to a target value y ∈ {1, −1}: (2) f (x ) = s g n (w T ϕ (x ) + b ) (3) = s g n (∑ i = 1 l α i y i ϕ (x i ) T ϕ (x ) + b ) (4) = s g n (∑ i = 1 l α i y i K (x i, x ) + b ) w ∈ ℝ n being a weight coefficient term and b ∈ ℝ defining a bias.

Some were, for instance, labelled "Communist party", "lazy and a trouble-stirrer", and "do not touch".

For instance, labels on blood bags might monitor the temperature of the blood while it was in transit.

A major bottleneck is that instance labeling is a laborious task requiring significant human effort.

Researchers can search for matches on both ontology classes and instance labels.

Several sources have made definitive calls concerning particular modes of toxicity, for instance, labeling chemicals as being human carcinogens or developmental toxicants.

No information was put directly on the products and no clear-cut distinction between healthy or unhealthy products was made (for instance labeling products with either red or green colors), like in a study of Larsson et al [ 31].

The program creates a DefaultMutableTreeNode instance labeled "Options".

Given a training set of instance-label pairs x i, y i, i = 1, 2, …k where x i  ∈ R n, y i  ∈ i{−1,1}, SVM essentially solves the following optimization problem min nolimits_{{w,b,varepsilon }} frac{1}{2}w^{T} w + Cmathop sum limits_{{i = 1}}^{k} varepsilon _{i}, (7) subject to y_{i} (w^{T} phi (x_{i} ) = b) ge 1 - in _{i}, (8).