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Datapoint
A datapoint, instance, sample, or observation, is a unit of data in a dataset. When datasets are tabular, usually represents the value of the th variable (attribute) in the th data point, where indicates the index of the variable and identifies the variable. This way, a dataset can be represented as an matrix X, where the row (or vector) represents a datapoint that consists of the values of corresponding to each variable.
x_{11} & x_{12} & x_{13} & \dots & x_{1p} \\ x_{21} & x_{22} & x_{23} & \dots & x_{2p} \\ \vdots & \vdots & \vdots & \ddots & \vdots \\ x_{n1} & x_{n2} & x_{n3} & \dots & x_{np} \end{bmatrix} =\begin{bmatrix} x_1^T \\ x_2^T \\ \vdots \\ x_n^T \\ \end{bmatrix}$$0
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Updated 2020-04-10
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Statistics