Topological Machine Learning for Mixed Numeric and Categorical Data.
Chengyuan WuCarol Anne HargreavesPublished in: CoRR (2020)
Keyphrases
- categorical data
- numeric data
- machine learning
- categorical values
- cluster analysis
- numerical data
- parameter free
- categorical attributes
- attribute values
- binary data
- pattern recognition
- decision trees
- density based clustering
- data mining
- information extraction
- text mining
- reinforcement learning
- feature selection
- learning algorithm
- hierarchical latent class models
- model selection
- numerical attributes
- text classification
- knowledge discovery
- computer vision
- clustering method
- unsupervised learning
- multivariate time series
- data sets
- face recognition
- information retrieval
- real world