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| 1 | %SOYBEAN1 Large soybean dataset 266 objects with 35 features in 4 classes |
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| 2 | % |
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| 3 | % A = SOYBEAN1 |
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| 4 | % |
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| 5 | % Load the dataset in A. This is the large Soybean dataset from the UCI |
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| 6 | % Machine Learning Repository, //www.ics.uci.edu/~mlearn/MLRepository.html. |
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| 7 | % |
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| 8 | % See also DATASETS, PRDATASETS, SOYBEAN2 |
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| 9 | |
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| 10 | % Copyright: R.P.W. Duin, r.p.w.duin@prtools.org |
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| 11 | % Faculty EWI, Delft University of Technology |
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| 12 | % P.O. Box 5031, 2600 GA Delft, The Netherlands |
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| 13 | |
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| 14 | function a = soybean1 |
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| 15 | |
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| 16 | prdatasets(mfilename,1); |
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| 17 | a = pr_dataset('soybean1'); |
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| 18 | a = setname(a,'Large soybean dataset'); |
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| 19 | a = setlablist(a,str2mat(... |
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| 20 | 'diaporthe stem canker',... |
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| 21 | 'charcoal rot',... |
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| 22 | 'rhizoctonia root rot',... |
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| 23 | 'phytophthora rot',... |
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| 24 | 'brown stem rot',... |
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| 25 | 'powdery mildew',... |
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| 26 | 'downy mildew',... |
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| 27 | 'brown spot',... |
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| 28 | 'bacterial blight',... |
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| 29 | 'bacterial pustule',... |
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| 30 | 'purple seed stain',... |
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| 31 | 'anthracnose',... |
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| 32 | 'phyllosticta leaf spot',... |
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| 33 | 'alternarialeaf spot',... |
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| 34 | 'frog eye leaf spot',... |
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| 35 | 'diaporthe pod and stem blight',... |
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| 36 | 'cyst nematode',... |
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| 37 | '2-4-d injury',... |
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| 38 | 'herbicide injury')); |
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| 39 | a = setfeatlab(a,str2mat(... |
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| 40 | 'date',... |
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| 41 | 'plant stand',... |
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| 42 | 'precipitation',... |
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| 43 | 'temperature',... |
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| 44 | 'hail',... |
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| 45 | 'crop history',... |
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| 46 | 'area damaged',... |
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| 47 | 'severity',... |
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| 48 | 'seed treatment',... |
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| 49 | 'germination',... |
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| 50 | 'plant growth',... |
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| 51 | 'leaves',... |
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| 52 | 'leafspots halo',... |
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| 53 | 'leafspots marginal',... |
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| 54 | 'leafspot size',... |
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| 55 | 'leaf shread',... |
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| 56 | 'leaf malfunction',... |
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| 57 | 'leaf mildew',... |
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| 58 | 'stem',... |
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| 59 | 'lodging',... |
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| 60 | 'stem cankers',... |
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| 61 | 'canker lesion',... |
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| 62 | 'fruiting bodies',... |
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| 63 | 'external decay',... |
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| 64 | 'mycelium',... |
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| 65 | 'int discolor',... |
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| 66 | 'sclerotia',... |
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| 67 | 'fruit pods',... |
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| 68 | 'fruit spots',... |
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| 69 | 'seed',... |
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| 70 | 'mold growth',... |
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| 71 | 'seed discolor',... |
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| 72 | 'seed size',... |
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| 73 | 'shriveling',... |
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| 74 | 'roots')); |
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| 75 | |
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| 76 | |
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