A Markov Chain based Ensemble Method for Crowdsourced Clustering.
Sujoy ChatterjeeEnakshi KunduAnirban MukhopadhyayPublished in: CoRR (2016)
Keyphrases
- markov chain
- ensemble methods
- steady state
- cluster ensemble
- prediction accuracy
- transition probabilities
- ensemble learning
- random walk
- random forest
- clustering algorithm
- monte carlo method
- generalization ability
- monte carlo
- machine learning methods
- decision trees
- benchmark datasets
- base classifiers
- algo rithm
- markov model
- state space
- k means
- monte carlo simulation
- stationary distribution
- ensemble classifier
- transition matrix
- high dimensional data
- supervised learning
- feature vectors