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Computer

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Artificial Intelligence (AI) - Cognitive Computing - Machine Intelligence

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AI - Subfields

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Machine Learning (ML) - Pattern Recognition

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ML - Models

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Regression Models/Analysis (Regressor/Predictor/Independent/Input/Feature-Function - Response/Dependent/Output/Outcome) Variable

Non-Parametric Regression (NPR) Models

Created on Jun 01, 2020 · Last Modified on Nov 28, 2021

Non-Parametric Regression (NPR) Models
  • is a category of regression models in which the predictor 𝑦̂ does not take a parametric function/form but is constructed according to information derived from the data

NPR Model - Types

  • Kernel Distribution(Density/Mass) Estimation/Classification (KDE/KDC)

Resources

  • http://www.stat.cmu.edu/~larry/=sml/nonpar.pdf