assignments:assignment5
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| - | ========= Assignment 5: Feature selection ============ | + | ======== Assignment 5: Feature selection =========== |
| Due: November 15th at 11pm | Due: November 15th at 11pm | ||
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| + | ==== Data ==== | ||
| In this assignment you will compare several feature selection methods on several datasets. | In this assignment you will compare several feature selection methods on several datasets. | ||
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| [[https://www.broadinstitute.org/mpr/publications/projects/Leukemia/Golub_et_al_1999.pdf | Molecular classification of cancer: class discovery and class prediction by gene expression monitoring]]. | [[https://www.broadinstitute.org/mpr/publications/projects/Leukemia/Golub_et_al_1999.pdf | Molecular classification of cancer: class discovery and class prediction by gene expression monitoring]]. | ||
| Science, 286(5439):531, 1999. | Science, 286(5439):531, 1999. | ||
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| + | Download a processed version of the dataset in libsvm format from the [[https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html | libsvm data repository]]. Look for the dataset named "leukemia". There are two files, one a training set and another which contains a test set. Merge the two files into a single file for your experiments. | ||
| ===== Part 1: Filter methods ===== | ===== Part 1: Filter methods ===== | ||
assignments/assignment5.txt ยท Last modified: 2016/10/18 09:18 by asa
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