Vector
Definition of Vector
Vector: A vector is a mathematical object consisting of a set of points in a given space, each identified by a unique coordinate.
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Interpretability
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Definition of Interpretability Interpretability: Interpretability is a measure of how easily a model’s predictions can be explained to humans. Models that are easy to interpret are more likely to be trusted and used in decision-making processes. Why does Interpretability matter? Interpretability is an important factor in how effective data science and machine learning tools are….
Serial Correlation
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Definition of Serial Correlation Serial correlation is a measure of how much two variables are related to each other over time. Serial correlation is often used in time series analysis to determine if there is a trend or pattern in the data.
UIMA
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Definition of UIMA UIMA (Unified Information Management Architecture) is a framework for the development of software systems that analyze natural language content. It provides a collection of components for performing tasks such as tokenization, sentence segmentation, part-of-speech tagging, and named entity extraction. UIMA also includes a runtime environment for deploying and executing these components.
Model
ByDavis
Definition of Model A model is a representation of something in order to understand it or predict its behavior. In machine learning, a model is a mathematical function that is used to predict the value of a target variable, given a set of input variables. How is a Model used? A Model is a mathematical…
Decision
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Definition of Decision Decision: A decision is a choice that is made between two or more possibilities. What are Decisions used for? Decisions are used to make choices or reach conclusions. They are a crucial part of the data science and machine learning process, since they allow us to make decisions based on information collected…