Package | Description |
---|---|
de.citec.tcs.alignment.learning |
This module is a custom implementation of the Large Margin
Nearest Neighbor classification scheme of Weinberger, Saul, et al.
|
Modifier and Type | Class and Description |
---|---|
class |
KNNClassifier
This implements a very basic k-nearest neighbor classifier: Given a set of
data points and a (trained) AlignmentAlgorithm it can determine the k next
datapoints for a given new datapoint and calculate the label for it based on
the majority of votes.
|
class |
LMNNClassifier
This implements a Large Margin Nearest Neighbor classifier as suggested by
Weinberger, Saul et al.
|
Copyright (C) 2016 Benjamin Paaßen, AG Theoretical Computer Science, Centre of Excellence Cognitive Interaction Technology (CITEC), University of Bielefeld, licensed under the AGPL v. 3: http://openresearch.cit-ec.de/projects/tcs . This documentation is licensed under the conditions of CC-BY-SA 4.0: https://creativecommons.org/licenses/by-sa/4.0/