# graphclass

**Repository Path**: VealM/graphclass

## Basic Information

- **Project Name**: graphclass
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-02-29
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# graphclass

Code and data for penalized graph classifier method from "Network classification with applications to brain connectomics" https://arxiv.org/abs/1701.08140


# R Code

The *graphclass* package implements a penalized graph classifier that promotes node selection. See [**graphclass.pdf**](https://github.com/jesusdaniel/graphclass/blob/master/graphclass.pdf) for usage.

## Installation
To install the package, use the following script:

```
#install.packages("devtools")
library(devtools)
install_github("jesusdaniel/graphclass")
```

# Data

The COBRE data was obtained from http://fcon_1000.projects.nitrc.org/indi/retro/cobre.html. See [**graphclass.pdf**](https://github.com/jesusdaniel/graphclass/blob/master/graphclass.pdf) for details and references.

Aine, C. J., et al. "Multimodal neuroimaging in schizophrenia: description and dissemination." Neuroinformatics 15.4 (2017): 343-364.