plot_survival_curve

Plots a sample of individual survival curves from the test data set.

visualization

A tool for survival analysis using a discrete time approach with ensemble binary classification. 'spect' provides a
simple interface consistent with commonly used R data analysis packages, such as 'caret', a variety of parameter options
to help facilitate search automation, a high degree of transparency to the end-user - all intermediate data sets and
parameters are made available for further analysis and useful, out-of-the-box visualizations of model performance. Methods
for transforming survival data into discrete-time are adapted from the 'autosurv' package by Suresh et al., (2022)
<doi:10.1186/s12874-022-01679-6>.

Stephen Abrams

spect

Survival Prediction Ensemble Classification Tool

plot_survival_curve function

<dl><dt>train_result</dt>
<dd>return data object from `spect_train`</dd>
<dt>individual_id</dt>
<dd>identifier of the individual to plot</dd>
<dt>curve_type</dt>
<dd>optional specification of the type of curve. Available options are 
"conditional", which plots the conditional probability of surviving each interval given
that the individual survived to the start of that interval, "absolute" which plots the 
unconditional probability of surviving each interval, and "both", the default value, 
which plots both curves on the same chart.</dd></dl>

Arguments

Stephen Abrams, <a href="/link/stephen.abrams%40louisville.edu?package=spect&version=1.0" data-mini-rdoc="spect::stephen.abrams@louisville.edu">stephen.abrams@louisville.edu</a>

Author

Plots a sample of individual survival curves from the test data set. — plot_survival_curve

<dl>

<dt>train_result</dt>
<dd>return data object from `spect_train`</dd>


<dt>individual_id</dt>
<dd>identifier of the individual to plot</dd>


<dt>curve_type</dt>
<dd>optional specification of the type of curve. Available options are 
"conditional", which plots the conditional probability of surviving each interval given
that the individual survived to the start of that interval, "absolute" which plots the 
unconditional probability of surviving each interval, and "both", the default value, 
which plots both curves on the same chart.</dd>

</dl>

Stephen Abrams, <a href='mailto:stephen.abrams@louisville.edu'>stephen.abrams@louisville.edu</a>

plot_survival_curve: Plots a sample of individual survival curves from the test data set.

Description

Usage

Value

Arguments

Author