Recommended Systems using Collaborative 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
Premium Machine learning Nearest neighbor search
wanderers were directly related to the prosperity of a town. Successful mining ventures boosted the economy‚ but once the natural resources had been depleted‚ the thriving economy often accompanied gold seekers to their next destination. Immigrants who ventured to America for a chance at a better life often found themselves suffering a rude awakening upon arrival in California. The ebb and flow of the economy during the earlier gold rushes in the South‚ primarily Georgia and California‚ was largely
Premium California Gold Rush
I signed up for a 1 year membership back on 11/1/2008‚ that was supposed to expire‚ come up for renewal on 10/31/2009. Despite numerous attempts to cancel service in person at the gym‚ I was finally forced to send a certified letter to ABC Financial (who the hell are they?) in order to cancel membership that had already expired. Gold’s Gym‚ without my consent‚ put me into a month to month membership even after I told them several times that I did not want to continue my membership. On 2/10/2010 I
Premium Money Termination of employment Class action
COAL IS JUST NOT BLACK GOLD PREFACE Drawing upon the organisation in which author is familiar – Coal India Limited‚ largest coal producing company in the world‚ In this paper he critically analyses few existing policies implemented by Government of India and Coal India Limited in mining industry from past few decades‚ works through the complex problems around Coal mining in India and identifies few human resource management related problems and how they have contributed for the company’s stagnation
Premium Mining Coal mining Coal
ew Earth Mining is one of the largest producers of precious metals in the U.S. While the firm operates mines primarily in the U.S. and Canada‚ it has also made substantial investments in gold exploration projects in Australia and Chile. New Earth has been very successful and has a large amount of cash on the balance sheet‚ a simple debt structure‚ and a reasonable leverage ratio with no risk of liquidity. With a strong financial position‚ the firm considers reducing its dependence on precious metals
Premium Investment Finance Mining
vs. PHILEX MINING CORPORATION and HON. JESUS P. MORFE‚ Presiding Judge of Branch XIII‚ Court of First Instance of Manila‚ Respondents. MAKASIAR‚ J.: This is a petition to review the order of the former Court of First Instance of Manila‚ Branch XIII‚ dated December 16‚ 1968 dismissing petitioners’ complaint for damages on the ground of lack of jurisdiction.chanroblesvirtuallawlibrary chanrobles virtual law library Petitioners are the heirs of the deceased employees of Philex Mining Corporation
Premium Tort Supreme Court of the United States Law
Arctic Mining Case Study Tom Parker‚ 43‚ is now a field technician and coordinator for Arctic Mining Consultants. In the past he’s held various positions in non-technical aspects of mineral exploration. His past experiences include claim staking‚ line cutting‚ grid installation‚ soil sampling‚ prospecting‚ and trenching. For this project Parker will be acting as project manger though this is not his normal role. His responsibilities include hiring‚ training‚ and supervising a team of field assistants
Premium Project management Management Employment
Introduction to Data Mining Summer‚ 2012 Homework 3 Due Monday June.11‚ 11:59pm May 22‚ 2012 In homework 3‚ you are asked to compare four methods on three different data sets. The four methods are: • Indicator Response Matrix Linear Regression to the Indicator Response Matrix. You need to implement the ridge regression and tune the regularization parameter. The material of this algorithm can be found in Page 103 to Page 106 in the book ”The Elements of Statistical Learning” (http://www-stat
Premium Machine learning Statistical classification Data analysis
Close Reading Freewrite: Do you remember? “The Gold Key” is a poem written by Anne Sexton. It has some influence of the Bluebeard fairy tale by the Grimm Brothers. The poem has several characters that seem to have read fairy tales in their childhood. There are four girls: Alice‚ Eleanor‚ Jane and Maryel; and there are three boys: Samuel‚ Kurt and Brian. The narrator asks the characters if they remember their childhood. It tries to give the message that even when we grow up‚ our childhood we should
Premium Fairy tale Brothers Grimm Sleeping Beauty
Barrick Gold and the Mine at the Top of the World Introduction The purpose of this case analysis is to identify the main communication problem that the world’s largest gold mining company‚ Barrick Gold‚ is facing in the midst of their major Pascua-Lama developmental project. The following paper discusses the causes of the communication problem and resulting symptoms‚ along with the key stakeholders that are affected and their concerning issue. Finally‚ this paper will provide a solution using
Premium Chile