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Performance Indicator
Applied Mathematics and Nonlinear Sciences • Vol 9 • No 1
An Exploration of the Application of Principal Component Analysis in Big Data Processing
2024
Abstract With the arrival of the significant data era, efficiently processing large-scale multidimensional data has become challenging. As a powerful data dimensionality reduction tool, Principal Component Analysis (PCA) plays a vital role in big data process…
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Performance Indicator

Measurement that evaluates the success of an organization

A performance indicator or key performance indicator ( KPI ) is a type of performance measurement. KPIs evaluate the success of an organization or of a particular activity (such as projects, programs, products and other initiatives) in which it engages. KPIs provide a focus for strategic and operational improvement, create an analytical basis for decision making and help focus attention on what matters most.

Often success is simply the repeated, periodic achievement of some levels of operational goal (e.g. zero defects, 10/10 customer satisfaction), and sometimes success is defined in terms of making progress toward strategic goals.

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Applied Mathematics and Nonlinear Sciences • Vol 9 • No 1
An Exploration of the Application of Principal Component Analysis in Big Data Processing
2024
Abstract With the arrival of the significant data era, efficiently processing large-scale multidimensional data has become challenging. As a powerful data dimensionality reduction tool, Principal Component Analysis (PCA) plays a vital role in big data processing, especially in information extraction and data simplification, showing unique advantages. The research aims to simplify the data processing process and improve the data processing efficiency by PCA method. The research method adopts the basic theory of PCA…
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