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Algorithm Efficiency and Sorting

Algorithm Efficiency and Sorting

Algorithm Efficiency and Sorting. (Walls & Mirrors - Beginning of Chapter 9). Overview. Basics of Algorithm Efficiency Efficiency of Search Algorithms Selection Sort Bubble Sort Insertion Sort. Basics of Algorithm Efficiency.

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721 views • 48 slides
Matchbox Large Scale Online Bayesian Recommendations

Matchbox Large Scale Online Bayesian Recommendations

Matchbox Large Scale Online Bayesian Recommendations. David Stern, Thore Graepel, Ralf Herbrich Online Services and Advertising Group MSR Cambridge. Overview. Motivation. Message Passing on Factor Graphs. Matchbox model. Feedback models. Accuracy. Recommendation Speed.

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567 views • 29 slides
Algorithm Design Methods

Algorithm Design Methods

Algorithm Design Methods. Greedy method. Divide and conquer. Dynamic Programming. Backtracking. Branch and bound. Some Methods Not Covered. Linear Programming. Integer Programming. Simulated Annealing. Neural Networks. Genetic Algorithms. Tabu Search. Optimization Problem.

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418 views • 24 slides
Factorials and Permutations

Factorials and Permutations

Factorials and Permutations. In how many ways can a senior choir rehears five songs for an upcoming assembly. . There are a total of 5 songs to choose from first. To make the second choice, there are 4 songs left. To make the third choice, there are 3 songs left.

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297 views • 9 slides
Assume that a decision tree has been constructed from training data, and it includes

Assume that a decision tree has been constructed from training data, and it includes

Assume that a decision tree has been constructed from training data, and it includes a node that tests on V at the frontier of the tree, with it left child yielding a prediction of class C1 (because the only two training data there are C1), and the right child predicting

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102 views • 2 slides

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