How distance metrics influence missing data imputation with k-nearest neighbours.
Miriam Seoane SantosPedro Henriques AbreuSzymon WilkJoão A. M. SantosPublished in: Pattern Recognit. Lett. (2020)
Keyphrases
- distance metric
- missing data imputation
- k nearest neighbour
- distance metric learning
- imputation methods
- knn
- distance function
- missing values
- euclidean distance
- k nearest neighbor
- information gain
- metric learning
- distance measure
- nearest neighbour
- data points
- nearest neighbor
- support vector machine
- multi layer perceptron
- data mining
- text classification
- data sets
- preprocessing
- neural network