Cluster-weighted modeling
In data mining, cluster-weighted modeling (CWM) is an algorithm-based approach to non-linear prediction of outputs (dependent variables) from inputs (independent variables) based on density estimation using a set of models (clusters) that are each notionally appropriate in a sub-region of the input space. The overall approach works in jointly input-output space and an initial version was proposed by Neil Gershenfeld.
- Comment
- enIn data mining, cluster-weighted modeling (CWM) is an algorithm-based approach to non-linear prediction of outputs (dependent variables) from inputs (independent variables) based on density estimation using a set of models (clusters) that are each notionally appropriate in a sub-region of the input space. The overall approach works in jointly input-output space and an initial version was proposed by Neil Gershenfeld.
- Has abstract
- enIn data mining, cluster-weighted modeling (CWM) is an algorithm-based approach to non-linear prediction of outputs (dependent variables) from inputs (independent variables) based on density estimation using a set of models (clusters) that are each notionally appropriate in a sub-region of the input space. The overall approach works in jointly input-output space and an initial version was proposed by Neil Gershenfeld.
- Hypernym
- Approach
- Is primary topic of
- Cluster-weighted modeling
- Label
- enCluster-weighted modeling
- Link from a Wikipage to another Wikipage
- Bayesian analysis
- Category:Cluster analysis algorithms
- Category:Estimation of densities
- Category:Multivariate statistics
- Conditional expected value
- Conditional probability distribution
- Conditional variance
- Data mining
- Data transformation
- Density estimation
- Dependent and independent variables
- Gaussian function
- Joint probability distribution
- Marginal distribution
- Mixture model
- Neil Gershenfeld
- Normal distribution
- Regression analysis
- SameAs
- 4hbk3
- Cluster-weighted modeling
- m.05mzxys
- Q5136674
- Subject
- Category:Cluster analysis algorithms
- Category:Estimation of densities
- Category:Multivariate statistics
- WasDerivedFrom
- Cluster-weighted modeling?oldid=1097385931&ns=0
- WikiPageLength
- 6218
- Wikipage page ID
- 21784578
- Wikipage revision ID
- 1097385931
- WikiPageUsesTemplate
- Template:Reflist