Tag: Regression Tree

CONSERTING – Copy Number Segmentation by Regression Tree in Next Generation Sequencing

CONSERTING

:: DESCRIPTION

CONSERTING (Copy Number Segmentation by Regression Tree in Next Generation Sequencing) is an accurate method for detecting somatic DNA copy number variation in whole genome sequencing data.

::DEVELOPER

Zhang (Jinghui Zhang) Lab,St. Jude Children’s Research Hospital

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux / MacOsX
  • R package

:: DOWNLOAD

 CONSERTING

:: MORE INFORMATION

Regression tree package – Implementation of Ensembles of Multiple output Regression Trees

Regression tree package

:: DESCRIPTION

 Regression tree package contains a c implementation of (multiple output) regression trees and various ensemble methods thereof, including extremely randomized trees (Geurts et al., 2006), Random Forests (Breiman, 2001), and multiple additive regression trees (Friedman et al.).

::DEVELOPER

Pierre Geurts

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux / Windows / MacOsX
  • MatLab

:: DOWNLOAD

 Regression tree package

:: MORE INFORMATION