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Question 2 (25%) A. Figure 1 depicts a two-dimensional instance space, where the instances or data points are labeled with either circle or triangle. Can the instances be linearly separated by a learning (3 Marks) algorithm? Justify your answer. Figure 1: a two dimensional representation of data instances B. Figure 2 depicts another data set, where the instances or data points are labeled with either circle or triangle. Can the instances be separated a learning algorithm? Justify your answer. (3 Marks) Figure 2: a two dimensional representation of data instances C. Figure 3 depicts a two-dimensional instance space, where the instances are labeled with circle, rectangle or triangle, thus you are presented with a multiclass classification problem. Describe the process of converting the multiclass classification task to a set of two-class (4 Marks) classification tasks. Figure 3: a two dimensional representation of data instances

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