Engineering BE Electronics and Computer Science Sem 4 Summer 2022 2022 ETRXMachine Learning Question Paper - Mumbai University | munotes
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Questions asked in this paper
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Q4 During the treatement of cancer patients , the doctor needs to be very careful in order to decide the patients who should given chemotherapy?
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Q5 Targetted marketing, Recommended Systems, and Customer Segmentation are Which of the following can only be used when training data are linearly Impact of high variance on the Explain regression line, scatter plot, error in prediction ; best fitting Cluster the following eight points (with (x, y) representing locations) into three clusters: The distance function between two points a = (x1, yl) and b = (x2, y2) is defined as Use K-Means Algorithm to find the three cluster centers after the one their mechanisms of prediction Explain in detail PCA for dimension Find complete linkage method of hierarchical clustering to find clusters of 5 data points with following distance matrix
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Q4 Solve any Two Questions out of Three 10 marks each explain how K-mean clustering differs from hierarchical clustering What is support vector machine? What do you mean by support vectors, hyper plane and margin,support vectors?What will be the boundary for one dimensional data, two dimensional data and three dimensional data. Explain with suitable examples What is SVM? Explain the following terms: hyperplane, separating C Create a decision tree using gini index to classify following dataset:
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