Sentence examples for labeled set of from inspiring English sources
This paper presents a new architecture to integrate a library of feature extraction, Data-mining, and fusion techniques to automatically and optimally configure a classification solution for a given labeled set of training patterns.
Supervised machine learning is the most common technique, where the aim is to derive a mapping from input x to output y, given a labeled set of input output pairs [11].
"Except for some very recent AlphaGo research, almost every applied application of machine learning today is supervised — this means that an algorithm infers the best course of action based on a labeled set of training data, and usually labeling is done by a human.
Regular data classification techniques are based mainly on two strong assumptions: (1) the existence of a reasonably large labeled set of data to be used in training; and (2) future input data instances conform to the distribution of the training set, i.e. data distribution is stationary along time.
For this purpose, we used gathered and processed data as a labeled set of instances.
In fact, after the first 29 queries the labeled sets of both these strategies have nearly 60%% intersection.
This level of overlapping then stabilizes to start increasing later as a consequence of the exhaustion of the unlabeled set which necessarily increases the interception between the labeled sets of all strategies.
Completely irrational and unjustifiable as it is, I do feel energised by the ending of one essentially arbitrarily labelled set of 365 days and the beginning of another.
For clarity, their labeling and the edge, vertex, and label sets of the other subgraphs are computed in this example using the three-tuples R s (v) (cf. Eq. (9)).
Each labeled set consisted of positive and negative cases, one (seen) entry per case.
