What is the primary goal of regression analysis?Answer areaClassify data pointsPredict continuous valuesGroup data points into clustersReduce dimensionality

What is the primary goal of clustering in machine learning?Answer areaPredicting continuous valuesClassifying data points into predefined categoriesGrouping similar data points togetherReducing the dimensionality of data

Which of the following best describes the purpose of regression analysis?To classify data into distinct categories.To predict the value of one variable based on the value of another variable.To determine the mean and median of a dataset.To identify outliers in a dataset

Regression vs. Clustering vs. Classification*

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.

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