Structured Hypotheses

LA home
Computing
 Algorithms
 Bioinformatics
 FP,  λ
 Logic,  π
 MML
 Prog.Langs

MML
 Glossary
 Discrete
 Continuous
 Structured
 SMML
 KL-dist
 "Art"
 Ind. Inf.
 Structured

 <Discrete<
 <Continuous<

We have seen the Minimum Message Length (MML) and other treatments of "simple" hypotheses over "simple" data such as finite choices, e.g. multi-state, and continuous values, e.g. normal distribution, etc. It turns out that structured hypotheses can be formed from combinations of simple hypotheses plus a component to describe the particular structure.

A few examples:
hypotheses
simple hypotheses structured hypotheses
MMLFP: ACSC03, JFP, ACSC06, II 1.0 1.1
discrete
continuous
Sequences, time series, grids, images,...
unsupervised
supervised
 
finite, multistate enumerable, integers normal ... Markov models, HMM+PFSA, BioInformatics, Segmentation classification, clustering, mixture model,...
in series,
factors,...
W+F'87...
W+B'68
... decision tree, decision graph, ... ... Bayes net,
hybrids
-
window on the wide world:

Computer Science Education Week

Linux
 Ubuntu
free op. sys.
OpenOffice
free office suite,
ver 3.4+

The GIMP
~ free photoshop
Firefox
web browser
FlashBlock
like it says!

Also see:
 II
  ACSC06
  JFP05
  ACSC03

© L. Allison   http://www.allisons.org/ll/   (or as otherwise indicated),
Faculty of Information Technology (Clayton), Monash University, Australia 3800 (6/'05 was School of Computer Science and Software Engineering, Fac. Info. Tech., Monash University,
was Department of Computer Science, Fac. Comp. & Info. Tech., '89 was Department of Computer Science, Fac. Sci., '68-'71 was Department of Information Science, Fac. Sci.)
Created with "vi (Linux + Solaris)",  charset=iso-8859-1,  fetched Friday, 24-Oct-2014 08:16:45 EST.