Skip to main content

Clustering and Classification methods for Biologists

Site Map

Page Outline

General
Background
Cluster methods
Projection methods
Classifiers
Accuracy
Others
Home

Search

General

Introduction (home page)

Brief outline of methods covered

Key navigation short cuts

Additional resources

Site map (this file)

Leave a comment

Background

Short review of methods

Introduction to clustering and classification

Cluster methods

Hierarchical cluster analysis

k-means clustering

Self-organising maps

Projection methods (ordination)

Principal Coordinates Analysis (short)

Principal Components Analysis

Correspondence analysis (short)

Canonical Correspondence analysis (short)

Classifiers

GLM

Discriminant analysis

Logistic Regression

Generalised Additive Model

Decision trees

Artificial neural network

Accuracy

Measuring classification accuracy

Others