train_model_gex: Train model for gene expression data from methylation...

In andreaskapou/mpgex: Methylation Profiles predict Gene Expression

Description

train_model_gex trains a regression model for gene expression data from methylation profiles.

Usage

train_model_gex(formula = NULL, model_name = "svm", train,
  is_summary = TRUE)

Arguments

formula	An object of class formula needed when calling the the model, e.g. lm function for performing linear regression. If NULL, the simple linear regression model is used.
model_name	A charcter denoting the regression model
train	The training data.
is_summary	Logical, print the summary statistics.

Value

A list containing the following elements:

• formula the formula that was used.

• gex_model the fitted model.

• train_pred the training predicted values.

• train_errors the training error metrics.

See Also

calculate_errors, predict_model_gex

andreaskapou/mpgex documentation built on May 12, 2019, 3:33 a.m.