WebNov 30, 2024 · The delineation of shale oil sweet spots is a crucial step in the exploration of shale oil reservoirs. A single attribute such as total organic carbon (TOC) is conventionally used to evaluate the sweet spots of shale oil. This study proposes a probabilistic Fisher discriminant approach for estimating shale oil sweet spots, in which the probabilistic … WebMay 4, 2010 · Discriminant analysis based on Gaussian finite mixture modeling. Usage ... Fraley C. and Raftery A. E. (2002) Model-based clustering, discriminant analysis and density estimation, Journal of the American Statistical Association, 97/458, pp. 611-631.
Gaussian Discriminant Analysis - GeeksforGeeks
WebBesides, in terms of detection of unknown conditions (for instance, condition 12), 100% accuracy was obtained by decision trees, Gaussian naïve Bayes, and linear discriminant analysis. An accuracy of 99% was achieved by Kernel naïve Bayes and k-NN algorithm; whilst Gaussian SVM yielded to 98% correct recognition of unknown conditions. WebApr 19, 2024 · Gaussian Discriminant Analysis (GDA) is the name for a family of classifiers that includes the well-known linear and quadratic classifiers. These classifiers … characteristics of a believer
How to see a Gaussian Discriminant Analysis (GDA) as a linear model …
WebHigh-dimensional Linear Discriminant Analysis: Optimality, Adaptive Algorithm, and Missing Data 1 T. Tony Cai and Linjun Zhang University of Pennsylvania Abstract This paper aims to develop an optimality theory for linear discriminant analysis in the high-dimensional setting. A data-driven and tuning free classi cation rule, which WebDiscriminant analysis assumes that the data comes from a Gaussian mixture model (see Creating Discriminant Analysis Model). If the data appears to come from a Gaussian … WebSep 29, 2024 · Gaussian Discriminant Analysisan example of Generative Learning Algorithms. In Linear Regression and Logistic Regression both we modelled conditional distribution of y given x, as follow. Algorithms that … characteristics of a beagle