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Affinity analysis

💡 Words with a Similar Meaning to "Affinity analysis"

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WordDefinition
data miningnoun(databases) A technique for searching large-scale databases for patterns; used mainly to find previously unknown correlations between variables that may be commercially useful.
sequential pattern mininga topic of data mining concerned with finding statistically relevant patterns between data examples where the values are delivered in a sequence.
data analysisnoun(data management) The process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.
predictive analyticsPredictive analytics encompasses a variety of statistical techniques from data mining, predictive modeling, and machine learning that analyze current and historical facts to make predictions about future or otherwise unknown events.
data profilingthe process of examining the data available from an existing information source (e.g. a database or a file) and collecting statistics or informative summaries about that data.
cross-correlationnounA notion used across various fields of scientific study that shows the relation between members of two or more groups of data.
multiple correspondence analysisIn statistics, multiple correspondence analysis is a data analysis technique for nominal categorical data, used to detect and represent underlying structures in a data set.
data collectionnoun(statistics) The process of gathering and measuring information on targeted variables in an established system.
hierarchical clusteringIn data mining and statistics, hierarchical clustering (also called hierarchical cluster analysis or HCA) is a method of cluster analysis that seeks to build a hierarchy of clusters.
inference attackAn Inference Attack is a data mining technique performed by analyzing data in order to illegitimately gain knowledge about a subject or database.
affinity propagationIn statistics and data mining, affinity propagation is a clustering algorithm based on the concept of "message passing" between data points.
data fusionnounThe process of integrating knowledge from multiple sources and representing the same real-world object into a consistent, accurate, and useful representation.
data sciencenoun(sciences) An interdisciplinary field about scientific methods, processes and systems to extract knowledge or insights from data.
educational data mininga research field concerned with the application of data mining, machine learning and statistics to information generated from educational settings (e.g., universities and intelligent tutoring systems).
machine learningnoun(artificial intelligence) A field of study concerned with the design and development of algorithms and techniques that allow computers to learn.
exploratory data analysisIn statistics, exploratory data analysis is an approach of analyzing data sets to summarize their main characteristics, often using statistical graphics and other data visualization methods.
cluster analysisnoun(artificial intelligence, statistics) The classification of objects into different groups, or more precisely, the partitioning of a data set into subsets (clusters), so that the data in each subset (ideally) share some common trait - often proximity according to some defined distance measure.
data monetizationData monetization, a form of monetization, may refer to the act of generating measurable economic benefits from available data sources (analytics).
data-flow analysisa technique for gathering information about the possible set of values calculated at various points in a computer program.
exploratory factor analysisIn multivariate statistics, exploratory factor analysis is a statistical method used to uncover the underlying structure of a relatively large set of variables.

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