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Support Vector Classifier 3
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set.seed(1)
x <- matrix(rnorm(20 * 2), ncol = 2)
y <- c(rep(-1, 10), rep(1, 10))
x[y == 1,] <- x[y == 1,] + 1
dat <- data.frame(x = x, y = as.factor(y))
xtest <- matrix(rnorm(20 * 2), ncol = 2)
ytest <- sample(c(-1, 1), 20, rep = TRUE)
xtest[ytest == 1,] <- xtest[ytest == 1,] + 1
testdat <- data.frame(x = xtest, y = as.factor(ytest))
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