Learning

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Learning

• CSCI 835 Artificial Intelligence

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Learning Agents
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Inductive Bias
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Restaurant Training Set
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Decision Tree
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Choosing Attributes
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Optimal Decision Tree
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Learning Curve
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Neural Networks
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Neural Units
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Perceptron Network
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Logical Operators
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Activation Functions
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Weight Space with Sigmoidal Activation
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Limits of Single-Layer Network
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Perceptron vs. Decision Tree
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Multilayered Networks
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Neural Network on Restaurant Example
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Handwriting Recognition
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K-Nearest Neighbor
K 1
K 5
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Explanation-Based Learning