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Q3. Assume that we run Support vector machine algorithm (one of the machine learning algorithms) on below data and produced the shown results. Table 2: Confusion matric question Play Result 0 1 0 1 1 0 1 0 1 1 1 1 1 0 0 0
0 0 0 1 1 1 0 1 1 1 0 0 1 1 0 1 + (10) a. Show the content of confusion matrix. b. Calculate the following (show the formula used) 1. Accuracy = ii. Precision = 111. Recall = iv. F1 score = v. False positive rate = c. Based on the results obtained in part (b), how do you evaluate the performance of this algorithm?
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