Type Level Clustering Evaluation: New Measures and a POS Induction Case Study.
Roi ReichartOmri AbendAri RappoportPublished in: CoNLL (2010)
Keyphrases
- case study
- clustering algorithm
- evaluation criteria
- clustering method
- evaluation methods
- evaluation measures
- real world
- information theoretic
- proximity measures
- evaluation method
- hierarchical clustering
- k means
- machine learning
- self organizing maps
- distance metric
- cluster analysis
- evaluation metrics
- categorical data
- anomaly detection
- lessons learned
- document clustering
- software development
- knowledge base
- information retrieval
- part of speech
- evaluation model
- data mining