Decision trees where the target variable can take continuous values (typically real numbers) are calledSelect one:a. Regression treesb. Classification trees
Question
Decision trees where the target variable can take continuous values (typically real numbers) are calledSelect one:a. Regression treesb. Classification trees
Solution
The correct answer is a. Regression trees. This is because regression trees are used when the target variable is continuous or numerical, such as predicting the price of a house. On the other hand, classification trees are used when the target variable is categorical, such as predicting whether an email is spam or not.
Similar Questions
Tree models where the target variable can take a discrete set of values are called —--------.Select one:a. Regression treesb. Classification trees
Decision trees is an example for
When do we use regression trees instead of decision trees?1 pointWhen all of the independent variables are continuousWhen some of the independent variables are continuousWhen the response is continuous instead of categoricalWhen the response is categorical instead of continuous
What is a decision tree algorithm used for?1 pointa. Classificationb. Regressionc. Clusteringd. Dimensionality reduction
Decision Trees can be used to to solve ________.Answer choicesSelect only one optionREVISITRegression problemsClassification problemsRegression as well as Classification problemsNeither Regression nor Classification problems
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