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- Gaussian Mixture Model Description: The Gaussian Mixture Model (GMM) is a statistical approach that assumes that the observed data are generated from a combination of(...) Read more
- Gradient Descent Description: Gradient descent is a fundamental optimization algorithm in the field of machine learning and statistics. Its main goal is to(...) Read more
- Gibbs Sampling Description: Gibbs Sampling is a Markov Chain Monte Carlo (MCMC) algorithm used to obtain a sequence of observations from a complex probability(...) Read more
- Generalized Linear Model Description: The Generalized Linear Model (GLM) is an extension of linear regression that allows for response variables that do not necessarily(...) Read more
- Gini Coefficient Description: The Gini Coefficient is a statistical dispersion measure used to represent the income distribution among the residents of a nation.(...) Read more
- Graphical Model Description: A graphical model is a probabilistic model used to represent the conditional dependencies between random variables. These models(...) Read more
- Gated Convolutional Network Description: A Gated Convolutional Network (GCN) is a type of neural network that incorporates gating mechanisms to regulate the flow of(...) Read more
- Graph Analytics Description: Graph analytics is the process of analyzing graph data to extract valuable information and significant patterns. A graph is a(...) Read more
- Genomics Description: Genomics is the study of genomes, which are the complete set of DNA within an organism. This field of biology focuses on the(...) Read more
- GraphX Description: GraphX is an API of Apache Spark specifically designed for graph computation and parallel processing of data in graph form. This(...) Read more
- GraphFrames Description: GraphFrames is a package for Apache Spark that provides graph-based DataFrames, allowing users to perform graph analysis(...) Read more
- Gains Ratio Description: The 'Gain Ratio' is a measure used to evaluate the effectiveness of a predictive model, especially in the context of data mining(...) Read more
- Gains Chart Description: A gains chart is a visual representation of the performance of a predictive model, allowing analysts and data scientists to assess(...) Read more
- Gini Index Description: The Gini Index is a statistical dispersion measure that represents income inequality within a population. It is used to quantify(...) Read more
- Grid Search Description: Grid search is a hyperparameter optimization technique used to find the best combination of parameters in machine learning models.(...) Read more
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