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Merge pull request #11 from chezou/add-test
Add test
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,150 @@ | ||
| 5.1,3.5,1.4,.2,setosa | ||
| 4.9,3,1.4,.2,setosa | ||
| 4.7,3.2,1.3,.2,setosa | ||
| 4.6,3.1,1.5,.2,setosa | ||
| 5,3.6,1.4,.2,setosa | ||
| 5.4,3.9,1.7,.4,setosa | ||
| 4.6,3.4,1.4,.3,setosa | ||
| 5,3.4,1.5,.2,setosa | ||
| 4.4,2.9,1.4,.2,setosa | ||
| 4.9,3.1,1.5,.1,setosa | ||
| 5.4,3.7,1.5,.2,setosa | ||
| 4.8,3.4,1.6,.2,setosa | ||
| 4.8,3,1.4,.1,setosa | ||
| 4.3,3,1.1,.1,setosa | ||
| 5.8,4,1.2,.2,setosa | ||
| 5.7,4.4,1.5,.4,setosa | ||
| 5.4,3.9,1.3,.4,setosa | ||
| 5.1,3.5,1.4,.3,setosa | ||
| 5.7,3.8,1.7,.3,setosa | ||
| 5.1,3.8,1.5,.3,setosa | ||
| 5.4,3.4,1.7,.2,setosa | ||
| 5.1,3.7,1.5,.4,setosa | ||
| 4.6,3.6,1,.2,setosa | ||
| 5.1,3.3,1.7,.5,setosa | ||
| 4.8,3.4,1.9,.2,setosa | ||
| 5,3,1.6,.2,setosa | ||
| 5,3.4,1.6,.4,setosa | ||
| 5.2,3.5,1.5,.2,setosa | ||
| 5.2,3.4,1.4,.2,setosa | ||
| 4.7,3.2,1.6,.2,setosa | ||
| 4.8,3.1,1.6,.2,setosa | ||
| 5.4,3.4,1.5,.4,setosa | ||
| 5.2,4.1,1.5,.1,setosa | ||
| 5.5,4.2,1.4,.2,setosa | ||
| 4.9,3.1,1.5,.2,setosa | ||
| 5,3.2,1.2,.2,setosa | ||
| 5.5,3.5,1.3,.2,setosa | ||
| 4.9,3.6,1.4,.1,setosa | ||
| 4.4,3,1.3,.2,setosa | ||
| 5.1,3.4,1.5,.2,setosa | ||
| 5,3.5,1.3,.3,setosa | ||
| 4.5,2.3,1.3,.3,setosa | ||
| 4.4,3.2,1.3,.2,setosa | ||
| 5,3.5,1.6,.6,setosa | ||
| 5.1,3.8,1.9,.4,setosa | ||
| 4.8,3,1.4,.3,setosa | ||
| 5.1,3.8,1.6,.2,setosa | ||
| 4.6,3.2,1.4,.2,setosa | ||
| 5.3,3.7,1.5,.2,setosa | ||
| 5,3.3,1.4,.2,setosa | ||
| 7,3.2,4.7,1.4,versicolor | ||
| 6.4,3.2,4.5,1.5,versicolor | ||
| 6.9,3.1,4.9,1.5,versicolor | ||
| 5.5,2.3,4,1.3,versicolor | ||
| 6.5,2.8,4.6,1.5,versicolor | ||
| 5.7,2.8,4.5,1.3,versicolor | ||
| 6.3,3.3,4.7,1.6,versicolor | ||
| 4.9,2.4,3.3,1,versicolor | ||
| 6.6,2.9,4.6,1.3,versicolor | ||
| 5.2,2.7,3.9,1.4,versicolor | ||
| 5,2,3.5,1,versicolor | ||
| 5.9,3,4.2,1.5,versicolor | ||
| 6,2.2,4,1,versicolor | ||
| 6.1,2.9,4.7,1.4,versicolor | ||
| 5.6,2.9,3.6,1.3,versicolor | ||
| 6.7,3.1,4.4,1.4,versicolor | ||
| 5.6,3,4.5,1.5,versicolor | ||
| 5.8,2.7,4.1,1,versicolor | ||
| 6.2,2.2,4.5,1.5,versicolor | ||
| 5.6,2.5,3.9,1.1,versicolor | ||
| 5.9,3.2,4.8,1.8,versicolor | ||
| 6.1,2.8,4,1.3,versicolor | ||
| 6.3,2.5,4.9,1.5,versicolor | ||
| 6.1,2.8,4.7,1.2,versicolor | ||
| 6.4,2.9,4.3,1.3,versicolor | ||
| 6.6,3,4.4,1.4,versicolor | ||
| 6.8,2.8,4.8,1.4,versicolor | ||
| 6.7,3,5,1.7,versicolor | ||
| 6,2.9,4.5,1.5,versicolor | ||
| 5.7,2.6,3.5,1,versicolor | ||
| 5.5,2.4,3.8,1.1,versicolor | ||
| 5.5,2.4,3.7,1,versicolor | ||
| 5.8,2.7,3.9,1.2,versicolor | ||
| 6,2.7,5.1,1.6,versicolor | ||
| 5.4,3,4.5,1.5,versicolor | ||
| 6,3.4,4.5,1.6,versicolor | ||
| 6.7,3.1,4.7,1.5,versicolor | ||
| 6.3,2.3,4.4,1.3,versicolor | ||
| 5.6,3,4.1,1.3,versicolor | ||
| 5.5,2.5,4,1.3,versicolor | ||
| 5.5,2.6,4.4,1.2,versicolor | ||
| 6.1,3,4.6,1.4,versicolor | ||
| 5.8,2.6,4,1.2,versicolor | ||
| 5,2.3,3.3,1,versicolor | ||
| 5.6,2.7,4.2,1.3,versicolor | ||
| 5.7,3,4.2,1.2,versicolor | ||
| 5.7,2.9,4.2,1.3,versicolor | ||
| 6.2,2.9,4.3,1.3,versicolor | ||
| 5.1,2.5,3,1.1,versicolor | ||
| 5.7,2.8,4.1,1.3,versicolor | ||
| 6.3,3.3,6,2.5,virginica | ||
| 5.8,2.7,5.1,1.9,virginica | ||
| 7.1,3,5.9,2.1,virginica | ||
| 6.3,2.9,5.6,1.8,virginica | ||
| 6.5,3,5.8,2.2,virginica | ||
| 7.6,3,6.6,2.1,virginica | ||
| 4.9,2.5,4.5,1.7,virginica | ||
| 7.3,2.9,6.3,1.8,virginica | ||
| 6.7,2.5,5.8,1.8,virginica | ||
| 7.2,3.6,6.1,2.5,virginica | ||
| 6.5,3.2,5.1,2,virginica | ||
| 6.4,2.7,5.3,1.9,virginica | ||
| 6.8,3,5.5,2.1,virginica | ||
| 5.7,2.5,5,2,virginica | ||
| 5.8,2.8,5.1,2.4,virginica | ||
| 6.4,3.2,5.3,2.3,virginica | ||
| 6.5,3,5.5,1.8,virginica | ||
| 7.7,3.8,6.7,2.2,virginica | ||
| 7.7,2.6,6.9,2.3,virginica | ||
| 6,2.2,5,1.5,virginica | ||
| 6.9,3.2,5.7,2.3,virginica | ||
| 5.6,2.8,4.9,2,virginica | ||
| 7.7,2.8,6.7,2,virginica | ||
| 6.3,2.7,4.9,1.8,virginica | ||
| 6.7,3.3,5.7,2.1,virginica | ||
| 7.2,3.2,6,1.8,virginica | ||
| 6.2,2.8,4.8,1.8,virginica | ||
| 6.1,3,4.9,1.8,virginica | ||
| 6.4,2.8,5.6,2.1,virginica | ||
| 7.2,3,5.8,1.6,virginica | ||
| 7.4,2.8,6.1,1.9,virginica | ||
| 7.9,3.8,6.4,2,virginica | ||
| 6.4,2.8,5.6,2.2,virginica | ||
| 6.3,2.8,5.1,1.5,virginica | ||
| 6.1,2.6,5.6,1.4,virginica | ||
| 7.7,3,6.1,2.3,virginica | ||
| 6.3,3.4,5.6,2.4,virginica | ||
| 6.4,3.1,5.5,1.8,virginica | ||
| 6,3,4.8,1.8,virginica | ||
| 6.9,3.1,5.4,2.1,virginica | ||
| 6.7,3.1,5.6,2.4,virginica | ||
| 6.9,3.1,5.1,2.3,virginica | ||
| 5.8,2.7,5.1,1.9,virginica | ||
| 6.8,3.2,5.9,2.3,virginica | ||
| 6.7,3.3,5.7,2.5,virginica | ||
| 6.7,3,5.2,2.3,virginica | ||
| 6.3,2.5,5,1.9,virginica | ||
| 6.5,3,5.2,2,virginica | ||
| 6.2,3.4,5.4,2.3,virginica | ||
| 5.9,3,5.1,1.8,virginica |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,8 @@ | ||
| using SVM | ||
| iris = readcsv(joinpath(dirname(@__FILE__), "iris.csv")) | ||
| X = iris[:, 1:4]' | ||
| p, n = size(X) | ||
| train = randbool(n) | ||
| Y = [species == "setosa" ? 1.0 : -1.0 for species in iris[:, 5]] | ||
| model = svm(X[:,train],Y[train]) | ||
| @assert (predict(model, X[:, ~train])) == Y[~train] |