model-based reasoning
model-based reasoning An approach in artificial intelligence that relies on the use of a model as the basis of its inferencing abilities rather than empirical information. A model is a principled representation of a problem domain that has predictive and explicative features. An example is seen in diagnosis applications where model-based reasoning offers an alternative to methods based on probabilistic reasoning.
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Model And Modeling , Model
Education and Training: None
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Models pose for still photographers, television cameras, and a… Path Analysis , Path analysis is a widely used technique for modeling plausible sets of causal relations among three or more observed variables. In the social scienc… Molecular Modeling , A model is a semblance or a representation of reality. Early chemical models were often mechanical, allowing scientists to visualize structural featu… Logistic Regression , Logistic Regression
BINARY CASE
EXTENSIONS TO POLYCHOTOMOUS AND MULTIVARIABLE SITUATIONS
BIBLIOGRAPHY
The logistic regression model is used when the… Regression Analysis , Regression analysis
The term regression was initially conceptualized by Francis Galton (1822-1911) within the framework of inheritance characteristic… Imitation , The act of mimicking or copying; also called modeling or social learning.
Unlike behaviorist models of learning through various forms of conditioning…
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model-based reasoning