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courses:rg:2012:distributed-perceptron [2012/12/16 21:34] machacek |
courses:rg:2012:distributed-perceptron [2012/12/16 21:59] machacek |
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| ==== 3 Structured Perceptron ==== | ==== 3 Structured Perceptron ==== | ||
| - | * In unstructured perceptron, you are trying to separate two sets with hyperplane. See Question 1 for algorithm. In training phase, you iterate your training data and adjust the hyperplane every time you make a mistake. [[http:// | + | * In unstructured perceptron, you are trying to separate two sets with hyperplane. See Question 1 for the algorithm. In training phase, you iterate your training data and adjust the hyperplane every time you make a mistake. [[http:// |
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| + | * Structured (or multiclass) perceptron is generalization of the unstructured perceptron. See figure 1 in the paper for the algorithm. | ||
| ==== 4 Distributed Structured Perceptron ==== | ==== 4 Distributed Structured Perceptron ==== | ||