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Q4-) LEARNING and MODELING ESSENTIALS-*** a-) EN: Please formulate the size of bias-free hypothesis space according to v, i and 0 (15 points) v: number
Q4-) LEARNING and MODELING ESSENTIALS-*** a-) EN: Please formulate the size of bias-free hypothesis space according to v, i and 0 (15 points) v: number of different values of an input/output has. Assume that all inputs and outputs have same number of different values - V i: number of inputs o: number of outputs b-) EN: Is a bias free algorithm perfect learning algorithm? Does the learning capability of a learning algorithm always increase monotonically with the complexity of hypothesis space of its learning architecture? (10 points) Q4-) LEARNING and MODELING ESSENTIALS-*** a-) EN: Please formulate the size of bias-free hypothesis space according to v, i and 0 (15 points) v: number of different values of an input/output has. Assume that all inputs and outputs have same number of different values - V i: number of inputs o: number of outputs b-) EN: Is a bias free algorithm perfect learning algorithm? Does the learning capability of a learning algorithm always increase monotonically with the complexity of hypothesis space of its learning architecture? (10 points)
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