Articles → MACHINE LEARNING → Binomial Logistic Regression AlgorithmBinomial Logistic Regression AlgorithmThis article describes the Binomial Logistic Regression algorithm.Purpose Binomial Logistic Regression is a statistical method used to predict the probability of a binary outcome (e.g., yes/no) based on one or more independent variables.Sigmoid Function The sigmoid function is a mathematical function that maps any real-valued number to a value between 0 and 1.Create A Graph Using the sigmoid function to create a graph.Prediction The sigmoid function outputs a probability, which is converted to 0 if it's less than 0.5, and to 1 if it's 0.5 or higher.Posted By - Karan Gupta Posted On - Monday, June 16, 2025 Query/Feedback Your Email Id** Subject* Query/Feedback Characters remaining 250**
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