PPT-Classification based on Association Rules

Introduction Association rules were originally designed for finding multicorrelated items in transactions However they can be easily adapted for classification How Example SLL SWMPL S PW M. In later chapter we present some of the variations of the rules used in amateur scholastic and online com petitions These rules conform in most part to those of the world chess federation FIDE but differ significantly from those found in American to Chris Franck. LISA Short Course. March 26, 2013. Outline. Overview of LISA. Overview of CART. Classification tree description. Examples – iris and skull data.. Regression tree description. Examples – simulated and car data. Association rules . Given a set of . transactions . D. , . find rules that will predict the occurrence of an item (or a set of items) based on the occurrences of other items in the transaction. Market-Basket transactions. Chapter 18. Bio 112 Six Kingdoms Assignment: Due date:______________________________. Value: 80 points total . Possible Formats:. Poster display, . CLASSIFICATION OF LIVING THINGS. ABOUT HOW MANY LIVING THINGS EXIST ON EARTH?. 1.5 MILLION KNOWN ORGANISMS. THOUSANDS MORE IDENTIFIED EACH YEAR. ABOUT 10 MILLION DIFFERENT ORGANISMS BELIEVED TO EXIST ON EARTH. Classifying Organisms. Classification: is the process of grouping things based on their similarities. . Non living things can be classified based up external features like hard vs. soft, round vs. triangular, or big vs. small.. Rongcheng Lin. Computer Science Department. Contents. Motivation, Definition & Problem. Review of SVM. Hierarchical Classification. Path-based Approaches. Regularization-based Approaches. Motivation. Ling573 . NLP Systems and Applications. April 25, 2013. Deliverable #3. Posted: Code & results due May 10. Focus: Question processing. Classification, reformulation, expansion, . etc. Additional: general improvement motivated by D#2. 2013 international conference on computing , networking and communications, communications and information security symposium. Author : . Saeed. . Nari. , Ali A. . Ghorbani. . /17. 1. Speaker : Wen Lin Yu . Learn . About You.. Luke K. McDowell. U.S. Naval Academy. http://www.usna.edu/Users/cs/lmcdowel. . Joint work with:. MIDN Josh King, USNA. David Aha, NRL. Bio. 1993-1997: Princeton University. B.S.E., Electrical Engineering. Introduction, Overview. Classification using Graphs. Graph classification – Direct Product Kernel. Predictive Toxicology example dataset. Vertex classification – . Laplacian. Kernel. WEBKB example dataset. Mirza Muhammad Waqar Expert/rule based classification 1 Contact: mirza.waqar@seecs.edu.pk Lecture Overview Image classification basics Image and feature spaces Supervised vs Unsupervised classification . Spring . 2013. Elements of Understanding. Biological Diversity. Description. :. . requires observation and measurement of characters and their states and synthesis of this information. Classification. . vegaà. . manasaù. . krodha-vegaà. jihvä-vegam. . udaropastha-vegam. etän. . vegän. . yo. . viñaheta. . dhéraù. sarväm. . apémäà. . påthivéà. . sa. . çiñyät. A sober person who can tolerate the urge to speak, the...