weightedKNN

training data matrix, without class labels.

train.mat

test data matrix, without class labels.

test.mat

number of nearest neighbour to be used.

weights to be assigned to each feautre.

weights

Implementation of a feature weighted k-nearest neighbour classifier.

Implements the adaptive sampling procedure, a framework for both positive unlabeled learning and learning with class label noise. Yang, P., Ormerod, J., Liu, W., Ma, C., Zomaya, A., Yang, J. (2018) <doi:10.1109/TCYB.2018.2816984>.

weightedKNN: Implementation of a feature weighted k-nearest neighbour classifier.

Description

Usage

Arguments