By Thearling K.

This white paper presents an advent to the elemental applied sciences of information mining. Examples of ecocnomic purposes illustrate its relevance to modern day company setting in addition to a uncomplicated description of ways facts warehouse architectures can evolve to convey the worth of knowledge mining to finish clients.

Show description

Read Online or Download An Introduction to Data Mining PDF

Best organization and data processing books

New PDF release: The Statistical Sleuth: A Course in Methods of Data Analysis

While you are into facts an exceptional booklet but when you take it since you need to now not this kind of strong learn.

Computing and Information Technologies - download pdf or read online

Provides a balanced presentation of the newest strategies, algorithms and functions in laptop technological know-how and engineering. The papers written, offer a automobile for brand spanking new study and improvement.

Additional resources for An Introduction to Data Mining

Sample text

100 Dose < 160 N N Dose ? 160 Y 61 Supervised Algorithm Summary — kNN — Quick and easy — Models tend to be very large — Neural Networks — Difficult to interpret — Can require significant amounts of time to train — Rule Induction — Understandable — Need to limit calculations — Decision Trees — Understandable — Relatively fast — Easy to translate into SQL queries 62 31 Other Supervised Data Mining Techniques — Support vector machines — Bayesian networks — Naïve Bayes — Genetic algorithms — More of a search technique than a data mining algorithm — Many more...

87 Small Multiples — Coherently present a large amount of information in a small space — Encourage the eye to make comparisons 88 44 PPD Informatics: CrossGraphs 89 OLAP Analysis 90 45 Micro/Macro — Show multiple scales simultaneously 91 Inxight: Table Lens 92 46 Thank You.

Unusual words) — Domain expertise — Linguistic analysis — Example: Cymfony BrandManager — Identify documents ? extract theme ? 5B in 2005 — Depends on what you call “data mining” — Less of a focus towards applications as initially thought — Instead, tool vendors slowly expanding capabilities — Standardization — XML > CWM, PMML, GEML, Clinical Trial Data Model, … — Web services? — Integration — Between applications — Between database & application 70 35 What is Currently Happening in the Marketplace?

Download PDF sample

An Introduction to Data Mining by Thearling K.


by Donald
4.5

New PDF release: An Introduction to Data Mining
Rated 4.04 of 5 – based on 15 votes