File:Glmnet4plot.svg: Difference between revisions
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(library(glmnet) data(QuickStartExample) cvfit = cv.glmnet(x, y) fit = glmnet(x, y) oldpar <- par(mfrow=c(2,2)) plot(cvfit) # mse vs log(lambda) plot(fit) # coef vs L1 norm plot(fit, xvar = "lambda", label = TRUE) # coef vs log(lambda) plot(fit, xvar = "dev", label = TRUE) # coef vs Fraction Deviance Explained par(oldpar)) |
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== Summary == | == Summary == | ||
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library(glmnet) | library(glmnet) | ||
data(QuickStartExample) | data(QuickStartExample) | ||
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plot(fit, xvar = "dev", label = TRUE) # coef vs Fraction Deviance Explained | plot(fit, xvar = "dev", label = TRUE) # coef vs Fraction Deviance Explained | ||
par(oldpar) | par(oldpar) | ||
</syntaxhighlight> | |||
Latest revision as of 12:03, 13 April 2020
Summary
library(glmnet) data(QuickStartExample) cvfit = cv.glmnet(x, y) fit = glmnet(x, y) oldpar <- par(mfrow=c(2,2)) plot(cvfit) # mse vs log(lambda) plot(fit) # coef vs L1 norm plot(fit, xvar = "lambda", label = TRUE) # coef vs log(lambda) plot(fit, xvar = "dev", label = TRUE) # coef vs Fraction Deviance Explained par(oldpar)
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| Date/Time | Thumbnail | Dimensions | User | Comment | |
|---|---|---|---|---|---|
| current | 12:01, 13 April 2020 |  | 563 × 563 (216 KB) | Brb (talk | contribs) | library(glmnet) data(QuickStartExample) cvfit = cv.glmnet(x, y) fit = glmnet(x, y) oldpar <- par(mfrow=c(2,2)) plot(cvfit) # mse vs log(lambda) plot(fit) # coef vs L1 norm plot(fit, xvar = "lambda", label = TRUE) # coef vs log(lambda) plot(fit, xvar = "dev", label = TRUE) # coef vs Fraction Deviance Explained par(oldpar) |
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