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

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

Question 2The "Regression" technique in Machine Learning is a group of algorithms that are used for:1 pointPrediction of class/category of a case; for example, a cell is benign or malignant, or a customer will churn or not.Finding items/events that often co-occur; for example grocery items that are usually bought together by a customer.Predicting a continuous value; for example predicting the price of a house based on its characteristics.

Linear Regression is the supervised machine learning model in which the model finds the best fit ___ between the independent and dependent variable.Linear lineNonlinear lineCurved lineAll of the mentioned above

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 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