A linear classifier attempts to distinguish between the two classes by drawing a line between them. The line's y-intercept and slope are determined with the help of training data. Once trained, the training data is not required while the model can make predictions with the dimensions of the line. A linear classifier is a type of parametric classifier where the model attempts to learn weights for the already known model type through the training data. #linearclassifier #classification #nlp #naturallanguageprocessing #textmining

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