LDL_ML_predict

This function predicts and returns predictions, based on the model previously trained.

A wide variety of ways to calculate (through equations) or predict (using 9 Machine learning methods as well as a stack algorithm combination of them all) the Low Density Lipoprotein values of patients based on the values of three other metrics, namely Total Cholesterol , Triglycerides and High Density Lipoprotein. It can also calculate the variance of LDL and the Atherogenic Index of Plasma (AIP) using error propagation and bootstrapping.

Petros Paplomatas

LDLcalc

Calculate and Predict the Low Density Lipoprotein Values

Kostas Anagnostopoulos

LDL_ML_predict function

<dl><dt>model</dt>
<dd>The model with which the predictions will be made.</dd>
<dt>data</dt>
<dd>The data with which the predictions will be made, can either be a single set of (CHOL,HDL,TG) values
or a data table of sets of said values.</dd></dl>

Arguments

Predict LDL value(s) — LDL_ML_predict

<dl>

<dt>model</dt>
<dd>The model with which the predictions will be made.</dd>


<dt>data</dt>
<dd>The data with which the predictions will be made, can either be a single set of (CHOL,HDL,TG) values
or a data table of sets of said values.</dd>

</dl>

LDL_ML_predict: Predict LDL value(s)

Description

Usage

Value

Arguments

Examples