Q.No 8. Linear discriminants are used for:a) Regression tasks predicting continuous valuesb) Classification tasks separating different classesc) Dimensionality reduction techniques for data visualizationd) Clustering algorithms group similar data points

Which of the following is NOT a classification technique?Question 5Select one:a.Logistic regressionb.Linear discriminant analysisc.K-nearest neighborsd.Principle components analysis

Which of the following can be called a form of discriminant analysis?Answer choicesSelect an optionDecision TreeClusteringSVMNone of the above

Select the correct statement(s) about using Linear Regression for classification:

Which of the following is a method for evaluating the importance of features in a supervised learning model?Review LaterPrincipal component analysis (PCA)K-means clusteringRecursive feature eliminationLinear discriminant analysis (LDA)

Which of the following are common classes of problems in machine learning?(1 Point)RegressionClassificationClusteringAll of the above