PPT-Advanced Classification techniques David Kauchak CS 159 – Fall 2014

Advanced Classification techniques David Kauchak CS 159 Fall 2014 Admin ML lab next Monday Project proposals Sunday at 1159pm Project proposal presentations Machine Learning A Geometric View Apples vs Bananas. FALL SEMESTER Fall 2014 Fall 2015 Fall 2016 First day of classes Mon Aug 25 Mon Aug 31 Mon Aug 29 Labor Day (University closed) Mon Sept 1 Mon Sept 7 Mon Sept 5 Last Day to Add (Census) Tues Sep CS159 . Fall . 2014. Admin. Assignment 4. Quiz #2 Thursday. Same . rules as quiz #1. First 30 minutes of class. Open book and . notes. Assignment 5 out on Thursday. Quiz #2. Topics. Linguistics 101. Parsing. CS 52 – Spring 2017. Admin. Midterm 1. Assignment 3. Assignment 4. Examples from this lecture. http://www.cs.pomona.edu/~dkauchak/classes/cs52/examples/cs52machine. /. Computer internals. Computer internals simplified. CS159 . – Fall . 2014. some slides adapted from Ray Mooney. Admin. Assignment . 2: How’d it go?. CS server issues. Quiz #1. Thursday. First 30 minutes of class (show up on time!). Everything up to today (but not including today). Admin. Final project. Ensemble learning. Basic idea: . if one classifier works well, why not use multiple classifiers!. Ensemble learning. Basic idea: . if one classifier works well, why not use multiple classifiers!. Walker Wieland. GEOG 342. Introduction. Isocluster. Unsupervised. Interactive Supervised . Raster Analysis. Conclusions. Outline. GIS work, watershed analysis. Characterize amounts of impervious cover (IC) at spatial extents . Introduction, Overview. Classification using Graphs. Graph classification – Direct Product Kernel. Predictive Toxicology example dataset. Vertex classification – . Laplacian. Kernel. WEBKB example dataset. The Decapolis Tour. Paper 159 - Video study group link. . Paper 158 - The Mount of Transfiguration. We would like to give a special thanks to Don Estes for the use of the information from his Chart The Origin, History and Destiny of Universe Reality. We would also like to thank the creator of . The Decapolis Tour. . Paper 158 - The Mount of Transfiguration. Paper 159. The Decapolis Tour. AUDIO VERSION. 159:0.1.  . (1762.1).  When Jesus and the twelve arrived at Magadan Park, they found awaiting them a group of almost one hundred evangelists and disciples, including the women's corps, and they were ready immediately to begin the teaching and preaching tour of the cities of the Decapolis.. Sharon Ward May 14,2011. 2. The following is intended to outline QAD’s general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, functional capabilities, and should not be relied upon in making purchasing decisions. The development, release, and timing of any features or functional capabilities described for QAD’s products remains at the sole discretion of QAD.. cs160. Fall 2009. adapted from:. http://www.stanford.edu/class/cs276/handouts/. lecture15-linkanalysis.ppt. http://webcourse.cs.technion.ac.il/236522/Spring2007/ho/WCFiles/Tutorial05.ppt. Administrative. some slides adapted from Ray Mooney. Admin. Assignment 3 out: due next Monday. Quiz #1. Context free grammar. S . . NP VP. left hand side. (single symbol). right hand side. (one or more symbols). Please sit down if you:. Are taller than 5’9”. Have blonde Hair . Have brown Eyes. Are left-Handed. Why Classify?. To study the diversity of life, biologists use a . classification . system to name organisms and group them in a logical manner. BASIC CONCEPTS OF . ADVANCED . COMPUTING TECHNIQUES. Mrs. . A. MULLAI. ASSOCIATE PROFESSOR . DEPARTMENT OF COMPUTER SCIENCE . 1. Basic concepts of Advanced Computing Techniques - Mrs. A.Mullai .