Development of an Agreement Metric Based Upon the RAND Index for the Evaluation of Dimensionality Reduction Techniques, with Applications to Mapping Customer Data.
Stephen L. FranceJ. Douglas CarrollPublished in: MLDM (2007)
Keyphrases
- rand index
- dimensionality reduction
- customer data
- metric learning
- feature extraction
- euclidean distance
- high dimensional data
- distance function
- customer satisfaction
- information systems
- computational intelligence
- principal component analysis
- credit card
- k means
- customer behavior
- high dimensional
- fuzzy partitions
- clustering algorithm