Topological Data Analysis of Decision Boundaries with Application to Model Selection.
Karthikeyan Natesan RamamurthyKush R. VarshneyKrishnan ModyPublished in: ICML (2019)
Keyphrases
- model selection
- cross validation
- data analysis
- decision boundary
- parameter estimation
- sample size
- feature selection
- model selection criteria
- machine learning
- decision trees
- selection criterion
- hyperparameters
- unsupervised learning
- regression model
- pattern recognition
- data mining
- variable selection
- data sets
- bayesian networks