Filtering and Classification Algorithms in Data Mining Dhwani Shah 2008A7PS097G Mentor – Mrs. Shubhangi Gawali BITSC331 2011 1 BITS – Pilani‚ K.K Birla Goa INDEX S. No. 1. 2. 3. 4. 5. 6. 7. 8. 9. Topic Introduction to Recommended Systems Problem Statement Apriori Algorithm Pseudo Code Apriori algorithm Example Classification Classification Techniques k-NN algorithm Determine a good value of k References Page No. 3 5 5 7 14 16 19 24 26 2 1. Introduction to Recommended Systems
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Anthony Cases 3-2‚ 11-2‚ and Problem 5-7 Anthony Cases 3-2: Loan Pine Café (B) 1. Below is the income statement for the Lone Pine Café from November 2‚ 2005-March 30‚ 2006. [pic] *Notes regarding two calculations: a. Sales = $43‚480 (cash) + $870 (accounts receivable) = $44‚ 350 b. Inventory (food & beverage) = $10‚016 (purchase from suppliers) + $1‚583 (accounts payable) + $370 (which is the change from inventory of $2800-$2430) = $11‚969.
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Mikhail Kashtelyan The Consequences of a global temperature rise on arctic ecosystems Nowadays the climate is changing‚ in more exact words the global temperature is raising every year. Those climate changes may cause a lot of different disasters and brake of ecosystems. A place that is really endangered of global temperature rise is arctic. Arctic is a very big icy landmass that is located north of the Arctic Circle. Arctic contains a lot of different kind of species. If the icy landmass is going
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Title: “Data Mining: The Mushroom Database” Author: Hemendra Pal Singh* In this review “Data Mining: The Mushroom Database” is focuses in the study of database or datasets of a mushroom. The purpose of the research is to broaden the preceding researches by administer new data sets of stylometry‚ keystroke capture‚ and mouse movement data through Weka. Weka stands for Waikato environment for knowledge analysis‚ and it is a popular suite of machine learning software written in Java‚ developed at
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extensive position. But now the spiral silicon mining value chain we are going to have to make fundamental changes to the integrity of the sand. In order to make the growth momentum changes in mechanical engineering now‚ in order to correspond China Machinery Industry Federation‚ silica powder making machineson the stable growth of China now the demand for mechanical products is expected to maintain moderate speed‚ the fluctuation of power now. silicon mining value chain For future development‚ we will
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3/23/2012 SOCIAL PROJECT | Africa: Her Blood Diamonds And Yellow stones | [Type the document subtitle] | | * Diamond mining in Africa Ever since the Kimberley diamond strike of 1868‚ South Africa has been a world leader in diamond production. The primary South African sources of diamonds‚ including seven large diamond mines around the country‚ are controlled by the De Beers Consolidated Mines Company. In 2003‚ De Beers’s operations accounted for 94% of the nation’s
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MEMORANDUM To: Ms. Jane Becker‚ COO From: Subject: Interest Capitalization on New Expansion Date: 10/30/13 Introduction There has been some recent confusion over whether ARC Manufacturing should capitalize the interest costs associated with the construction of your new manufacturing facility‚ and if you are obligated to do so. After extensive research‚ and by examining the procedures for capitalizing interest laid out by the Federal Accounting Services Board (FASB)‚ ARC can capitalize
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Data Warehousing and Data mining December‚ 9 2013 Data Mining and Data Warehousing Companies and organizations all over the world are blasting on the scene with data mining and data warehousing trying to keep an extreme competitive leg up on the competition. Always trying to improve the competiveness and the improvement of the business process is a key factor in expanding and strategically maintaining a higher standard for the most cost effective means in any
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To what point does fur determine an arctic foxes wellbeing in the wild and how much protection against extreme temperatures does it really offer. Introduction: In this experiment I will be attempting to justify my findings that I have gathered over the course of a few different experiments. What I have been gathering information over is the suitability of an arctic foxes fur coat. I have gone about finding this out by simulating a model of an arctic foxes fur coat through many trying and
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Statistical Learning and Data Mining Overview: Efficient asset allocation through statistical learning methods and comparison of methods for the creation of an index tracking ETF (Exchange traded fund) Datasets: The datasets are chosen from the website of the book “Statistics and Data Analysis for Financial Engineering” by David Ruppert. The book is mentioned as one of the references for this course. The two data sets chosen are 1. Stock_FX_Bond.csv 2. Stock_FX_Bond_2004_to_2006.csv
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