Welcome![Sign In][Sign Up]
Location:
Downloads SourceCode Mathimatics-Numerical algorithms AI-NN-PR
Title: MLkNN Download
 Description: ML-KNN which is derived from the traditional K-nearest neighbor (KNN) algorithm. In detail, for each unseen instance, its K nearest neighbors in the training set are firstly identified. After that, based on statistical information gained from the label sets of these neighboring instances, i.e. the number of neighboring instances belonging to each possible class, maximum a posteriori (MAP) principle is utilized to determine the label set for the unseen instance. Experiments on three different real-world multi-label learning problems, i.e. Yeast gene functional analysis, natural scene classification and automatic web page categorization, show that ML-KNN achieves superior performance to some well-established multi-label learning algorithms.  2007 Pattern Recognition Society. Published by Elsevier Ltd. All rights reserved.
 Downloaders recently: [More information of uploader 邵燕 ]
 To Search:
File list (Check if you may need any files):
Average_precision.m
coverage.m
Hamming_loss.m
MLKNN_test.m
MLKNN_train.m
One_error.m
Ranking_loss.m

CodeBus www.codebus.net