What is a logistic regression algorithm?Select one:a.A clustering algorithm used in unsupervised learningb.A tree-like model used to make predictions in supervised learningc.A model used for classification tasks by predicting the probability of an event occurringd.A linear model used to make predictions in supervised learning

What is a linear regression algorithm?Select one:a.A model used to make predictions in supervised learning by fitting a linear equation to the datab.A neural network used in deep learningc.A clustering algorithm used in unsupervised learningd.A tree-like model used to make predictions in supervised learning

Logistic regression is a ........... regression technique that is used to model data having a ............ outcome.(1 Point)Linear, binaryLinear, numericNonlinear, binaryNonlinear, numeric

Explain the mechanism of supervised learning as a fundamental approach in machine learning. Emphasizing how algorithms map inputs to outputs. Provide an example of a supervised learning algorithm, such as logistic regression, and describe its application in a specific domain

What is a decision tree?Select one:a.A clustering algorithm used in unsupervised learningb.A linear model used to make predictions in supervised learningc.A neural network used in deep learningd.A tree-like model used to make predictions in supervised learning

The "Regression" technique in Machine Learning is a group of algorithms that are used for: