Streaming Data
Definition of Streaming Data
Streaming data: Streaming data is a type of data that is continuously updated. It can be used to track real-time changes in data, such as stock prices or website traffic.
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Lift
ByDavis
Definition of Lift Lift is a measure of how much a model predicts the value of a target variable relative to the prediction of the same target variable by a random guess. Lift is often used as a measure of how good a model is at discriminating between different groups. How is Lift used? Lift…
Euclidean Distance
ByDavis
Definition of Euclidean Distance Euclidean Distance: The Euclidean distance between two points is the length of the straight line between them. What is Euclidean Distance used for? Euclidean Distance is a mathematical tool used to measure the distance between two points in a multidimensional space. It is also known as the “straight line” or “as-the-crow-flies”…
Confidence Interval
ByDavis
Confidence Interval: A range of values that is calculated based on sample statistics and is used to measure how accurate a prediction made by a model is likely to be.
One-hot encoding
ByDavis
Definition of One-hot encoding One-hot encoding: One-hot encoding is a technique used in machine learning to represent categorical variables as a vector of binary values. In one-hot encoding, each category is represented by a unique integer value, and the remaining values are set to 0. For example, if there are three categories, A, B, and…
Function
ByDavis
Definition of Function Function: A function is a set of instructions that tells a computer what to do. Functions can be used to calculate things, or to make decisions. What are Functions used for? Functions are a key component in the programming language of data science and machine learning. A function is a block of…