Automatic Classification Experimenter (ACE)
Provides facilities for running a suite of classification experiments, using cross-validation, and analysing the results.
The system is configured via a XML file, and a small amount of code is required to specify where the data is coming from and provide access to it in a specific format.
Automatic Classification Experimenter Demonstrator (ACEDemo)
A simple demonstration of how ACE can be used to solve some classification task.
Uses Weka-based classifiers to identify spam emails.
A step-by-step guide is provided in this project (see ACEDemo/README.txt) which will help you get started with ACE. This is the recommended first reading.
Stack Exchange Topic Modelling and Classification (SETMAC)
A more complex use of ACE, created for a university honours project (as was ACE) to analyse the Stack Exchange data dump. The purpose the experiments were to evaluate the effectiveness (or not) of topic modelling as a support for identifying poor quality questions.
License
This software is Copyright (C) 2012, Daniel Renshaw, and is licensed under the terms of the Apache License, Version 2.0.
The libraries redistributed here are made available under their own licenses.