assignments:assignment3
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assignments:assignment3 [2013/10/06 11:54] asa |
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| ===== Part 2: Closest Centroid Algorithm ===== | ===== Part 2: Closest Centroid Algorithm ===== | ||
| - | Express the closest centroid algorithm in terms of kernels, i.e. determine how the $alpha_i$ coefficients will be determined using a given labeled dataset. | + | Express the closest centroid algorithm in terms of kernels, i.e. determine how the coefficients $\alpha_i$ will be determined using a given labeled dataset. |
| ===== Part 3: Using SVMs ===== | ===== Part 3: Using SVMs ===== | ||
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| The data for this question comes from a database called SCOP (structural | The data for this question comes from a database called SCOP (structural | ||
| classification of proteins), which classifies proteins into classes | classification of proteins), which classifies proteins into classes | ||
| - | according to their structure (download it from {{assignments:scop_motif.data|here}}. | + | according to their structure (download it from {{assignments:scop_motif.data|here}}). |
| The data is a two-class classification | The data is a two-class classification | ||
| problem | problem | ||
assignments/assignment3.txt ยท Last modified: 2016/09/20 09:34 by asa
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