Calibrated Machine Learning


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Documentation for package ‘camel’ version 0.2.0

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camel-package camel: Calibrated Machine Learning
camel camel: Calibrated Machine Learning
camel.cmr Calibrated Multivariate Regression
camel.cmr.mfista Internal camel functions
camel.plot Graph visualization
camel.slim Calibrated Linear Regression
camel.slim.dantzig.mfista Internal camel functions
camel.slim.lad.mfista Internal camel functions
camel.slim.sqrt.mfista Internal camel functions
camel.tiger Tuning Insensitive Graph Estimation and Regression
camel.tiger.clime.mfista Internal camel functions
camel.tiger.cv Internal camel functions
camel.tiger.generator Data generator for undirected graph estimation.
camel.tiger.roc Draw ROC Curve for a graph path
camel.tiger.select Model selection for high-dimensional undirected graph estimation
camel.tiger.slasso.mfista Internal camel functions
eyedata Gene expression data for Bardet-Biedl syndrome from Scheetz et al. (2006)
part.cv Internal camel functions
plot.roc Plot function for S3 class "roc"
plot.select Plot function for S3 class "select"
plot.sim Plot function for S3 class "sim"
plot.slim Plot function for S3 class "slim"
plot.tiger Plot function for S3 class "camel.tiger"
print.cmr Print a camel.cmr Object
print.roc Print function for S3 class "roc"
print.select Print function for S3 class "select"
print.sim Print function for S3 class "sim"
print.slim Print a camel.slim Object
print.tiger Print a camel.tiger Object
tiger.likelihood Internal camel functions
tiger.tracel2 Internal camel functions