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Efficient Solving of Birds of a Feather Puzzles

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Figure

Figure 1: Example Birds of a Feather moves
Table 1: Search algorithm time per seed for 100,000 seeds,except for the following algorithms tested with 15,000seeds: basic DFS, DFS with node ordering and odd birdpruning, and best-n DFS with odd bird pruning.
Table 2: Coefficients of features used for logistic regressionyielding our best accuracy of 75.45%.
Table 3: Search time per puzzle seed for 100,000 seeds usingdifferent features for node ordering.

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