Numerical
Definition of Numerical
Numerical: Numerical data is data that can be represented as a number. This type of data is often used in statistics and machine learning.
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Ensembling
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Definition of Ensembling Ensembling: Ensembling is a technique used in machine learning that consists of combining the predictions of multiple models in order to improve the accuracy of the predictions. What is Ensembling used for? Ensembling is a technique in data science and machine learning in which multiple prediction models are combined to produce a…
Exact Match
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Definition of Exact Match Exact Match: Exact match is a term used in data science to describe a type of search algorithm that compares two strings of text and determines whether or not they are an exact match. What is an Exact Match used for? An Exact Match is a type of data matching algorithm…
Cross Validation
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Cross Validation: Cross validation is a technique used in data science to improve the accuracy of predictions. It works by splitting the data into two sets, a training set and a testing set. The training set is …
Overfitting
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Definition of Overfitting Overfitting: Overfitting is a phenomenon that can occur in machine learning when a model begins to “fit” the training data too closely, resulting in poorer performance on new data. This can be caused by excessive use of complex models or excessively large training sets, and can often be avoided by using more…
Hyperplane
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Definition of Hyperplane Hyperplane: A hyperplane is a mathematical concept used in linear algebra and machine learning. It is a subspace of a given vector space that is spanned by a set of vectors. In other words, it is a flat plane in a higher dimensional space. Hyperplanes can be used to separate different classes…