Boolean Function
A Boolean function is a mathematical function that maps input values to a single output value of either true or false. In data science and artificial intelligence, Boolean functions are commonly used in logic circuits, decision trees, and other models to represent the relationship between input variables and output predictions. Boolean functions can be represented using truth tables, logical expressions, or Boolean algebra. They are used in a variety of applications, including binary classification, feature selection, and rule-based systems. Boolean functions can be combined using logical operators such as AND, OR, and NOT to create more complex functions. In machine learning, Boolean functions can be learned from data using algorithms such as decision trees, random forests, and support vector machines.
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