Supervised Learning Definition
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Supervised Learning Definition
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Supervised learning is an approach to machine learning that uses labeled data sets to train algorithms in order to properly classify data and predict outcomes Written by Anthony Corbo Published on Jan 03 2023 In machine learning and artificial intelligence, supervised learning refers to a class of systems and algorithms that determine a predictive model using data points with known outcomes. The model is learned by training through an appropriate learning algorithm (such as linear regression, random forests, or neural networks) that typically works .
Supervised Learning
Supervised Learning DefinitionWhat is supervised learning? Supervised learning is a machine learning approach that’s defined by its use of labeled datasets. These datasets are designed to train or “supervise” algorithms into classifying data or predicting outcomes accurately. Supervised learning SL is a paradigm in machine learning where input objects for example a vector of predictor variables and a desired output value also known as human labeled supervisory signal train a model The training data is processed building a function that maps new data on expected output values 1
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