Normalizing Transformation Functions


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Documentation for package ‘bestNormalize’ version 1.8.0

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bestNormalize-package bestNormalize: Flexibly calculate the best normalizing transformation for a vector
arcsinh_x arcsinh(x) Transformation
autotrader Prices of 6,283 cars listed on Autotrader
axe_env.step_best_normalize Run bestNormalize transformation for 'recipes' implementation
axe_env.step_orderNorm ORQ normalization (orderNorm) for 'recipes' implementation
bestNormalize Calculate and perform best normalizing transformation
binarize Binarize
boxcox Box-Cox Normalization
center_scale Identity transformation and center/scale transform
exp_x exp(x) Transformation
lambert Lambert W x F Normalization
log_x Log(x + a) Transformation
no_transform Identity transformation and center/scale transform
orderNorm Calculate and perform Ordered Quantile normalizing transformation
plot.bestNormalize Transformation plotting
plot.boxcox Transformation plotting
plot.lambert Transformation plotting
plot.orderNorm Transformation plotting
plot.yeojohnson Transformation plotting
predict.arcsinh_x arcsinh(x) Transformation
predict.bestNormalize Calculate and perform best normalizing transformation
predict.binarize Binarize
predict.boxcox Box-Cox Normalization
predict.center_scale Identity transformation and center/scale transform
predict.exp_x exp(x) Transformation
predict.lambert Lambert W x F Normalization
predict.log_x Log(x + a) Transformation
predict.no_transform Identity transformation and center/scale transform
predict.orderNorm Calculate and perform Ordered Quantile normalizing transformation
predict.sqrt_x sqrt(x + a) Normalization
predict.yeojohnson Yeo-Johnson Normalization
print.arcsinh_x arcsinh(x) Transformation
print.bestNormalize Calculate and perform best normalizing transformation
print.binarize Binarize
print.boxcox Box-Cox Normalization
print.center_scale Identity transformation and center/scale transform
print.exp_x exp(x) Transformation
print.lambert Lambert W x F Normalization
print.log_x Log(x + a) Transformation
print.no_transform Identity transformation and center/scale transform
print.orderNorm Calculate and perform Ordered Quantile normalizing transformation
print.sqrt_x sqrt(x + a) Normalization
print.yeojohnson Yeo-Johnson Normalization
sqrt_x sqrt(x + a) Normalization
step_bestNormalize Run bestNormalize transformation for 'recipes' implementation
step_bestNormalize_new Run bestNormalize transformation for 'recipes' implementation
step_best_normalize Run bestNormalize transformation for 'recipes' implementation
step_orderNorm ORQ normalization (orderNorm) for 'recipes' implementation
tidy.bestNormalize Calculate and perform best normalizing transformation
tidy.step_best_normalize Run bestNormalize transformation for 'recipes' implementation
tidy.step_orderNorm ORQ normalization (orderNorm) for 'recipes' implementation
yeojohnson Yeo-Johnson Normalization
_PACKAGE bestNormalize: Flexibly calculate the best normalizing transformation for a vector