spect_predict

Generates predictions for each individual at each interval defined by the `train_result`
parameter. The interval-level predictions can be combined to generate surivival curves
for an individual.

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

spect_predict function

<dl><dt>train_result</dt>
<dd>- return data object from spect_train</dd>
<dt>new_data</dt>
<dd>- New data set with the same covariates as the training data set.</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

Generates predictions for each individual at each interval defined by the `train_result`
parameter. The interval-level predictions can be combined to generate surivival curves
for an individual. — spect_predict

<dl>

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


<dt>new_data</dt>
<dd>- New data set with the same covariates as the training data set.</dd>

</dl>

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

Generates predictions for each individual at each interval defined by the `train_result`
parameter. The interval-level predictions can be combined to generate surivival curves
for an individual.

spect_predict: Generates predictions for each individual at each interval defined by the `train_result` parameter. The interval-level predictions can be combined to generate surivival curves for an individual.

Description

Usage

Value

Arguments

Author