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Parametric & Non Parametric Models
Parametric Vs Non Parametric Models Table Of Contents: Parametric Models Key Characteristics Examples Advantages Disadvantages Non Parametric Models Key Characteristics Examples Advantages Disadvantages Parametric Model: A parametric model assumes a specific functional form for the relationship between the input features and the output. These models have a fixed number of parameters that are determined during the training process. Key Features – Parametric Model Examples – Parametric Model Advantages & Disadvantages – Parametric Model Non – Parametric Model: A non-parametric model makes no strong assumptions about the form of the mapping function. Instead, it learns the structure directly from the data,
