PDF-Performance EvaluationConfusion Matrix:

1 Positive Negative Actual Positive A True Positive Negative Negative C False Positive D True Negative BAA Accuracy AC is the proportion of the total number ofpredictions that wer. Software Engineering. Don Batory, Bryan Marker, . Rui . Gonçalves. , Robert van de Geijn, and Janet Siegmund. Department of Computer Science. University of Texas at Austin. Austin, Texas 78746. DxT-. References. Hansen, N. The CMA Evolution Strategy: A Tutorial. November 24, 2010. . http://www.lri.fr/~hansen/cmatutorial.pdf. Auger, A. and Hansen, N. CMA-ES Tutorial Slides for GECCO 2011. . http://www.lri.fr/~hansen/gecco2011-CMA-ES-tutorial.pdf. Graph . Mining Tasks. 1. Outline. Introduction to Performance Metrics. Supervised Learning Performance . Metrics. Unsupervised . Learning Performance . Metrics. Optimizing Metrics. Statistical Significance Techniques. Strassen's. Matrix Multiplication . Algorithms. . Sarah M. . Loos. . Undergraduate, Computer Science, Indiana University, smloos@indiana.edu . A very simple recasting of this classic 7-multiplication recursion improves its time performance for rectangular matrices of order . Sparse Matrix-Matrix Multiplication and Its Use in . Triangle Counting and Enumeration. Ariful Azad . Lawrence Berkeley National Laboratory. SIAM ALA 2015, Atlanta. In collaboration with. Grey Ballard (Sandia), . : Massive Data Analysis Using Fast I/O. Da Zheng. 1. This is a story about Big Data meeting SSDs …. 2. Data explosion. 3. Increasing data volume. Facebook stores, accesses, and analyzes 30+ Petabytes of user generated . Betkaoui, B.; Thomas, D.B.; Luk, W., "Comparing performance and energy efficiency of FPGAs and GPUs for high productivity computing," . Field-Programmable Technology (FPT), 2010 International Conference on. Jianyu. Huang. , Leslie Rice,. Devin A. Matthews, Robert A. van de . Geijn. IPDPS2017, May 31. st. , Orlando, FL. Jianyu Huang. , Leslie Rice,. Devin A. Matthews, Robert A. van de . Geijn. The University of Texas at Austin. Strassen’s. Algorithm . Jianyu. Huang. STRASSEN. with . Tyler M. Smith, Greg M. Henry, Robert A. van de . Geijn. STRASSEN. , from 30,000 feet. *Overlook of the Bay Area. Photo taken in Mission Peak Regional Preserve, Fremont, CA. Summer 2014.. with. . BLIS. Kiran . varaganti. 19 September 2016. Contents. Introduction. libFLAME. Baseline Performance. Cholesky. QR. LU factorization. Analysis. Optimizations . Summary. Introduction. AMD provides high-performance computing libraries for various verticals:. Performance Metrics for Graph Mining Tasks 1 Outline Introduction to Performance Metrics Supervised Learning Performance Metrics Unsupervised Learning Performance Metrics Optimizing Metrics Statistical Significance Techniques Chengxin Dai, PE . Western ITE Conference. Multimodal microsimulation analysis to compare performance of alternatives . Develop useful performance measures in overcapacity conditions. Study NEED. I-5 . - 9003; fax 1 302 456 - 9004; emphotonics.com Copyright 2010 Society of Photo - Optical Instrumentation Engineers. One print or electronic copy may be made for personal use only. Systematic electroni Jihan Kim. 1. , Alice Koniges. 1. , Berend Smit. 1,2. ,. . Martin Head-Gordon. 1,2. 1. Lawrence Berkeley National Laboratory, USA . 2. University of California Berkeley, USA. Exploit Data parallelism for general.