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Assignment 2 Looking for who know Weka data mining ! No time waster.

£10-20 GBP

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Αναρτήθηκε πάνω από 7 χρόνια πριν

£10-20 GBP

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The banks are having a bit of trouble with debt at the moment. They have lent lots of money to people who promised to pay it back, and then didn’t. In the future, they would like to avoid lending to the kind of person who won’t pay back the loan, and that is where you come in. We have got some data from a bank describing 1000 of its loan customers. The data also tells us whether or not each customer repaid the loan (good or bad credit rating). The question is simple – Is there a difference between the people who repay the loans and those who don’t? You should use the Weka data mining package, which is installed in the university computers and also available to download from: The data ‘credit-g’ in ARFF format is available on the Blackboard. It is also provided in the Excel format ‘German credit’, which contains the interpretation of variables. You should hand in a report covering the following: a) Select a suitable tree building algorithm and build a model. Describe how you split the data for training and testing purposes. Interpret the output results (what predictions have you obtained, which attributes were used to make the predictions, how many nodes and leaves you obtained). b) Give a detailed technical description of the classification model (which algorithm is used, and what tree induction method is utilised). Include a diagram showing the structure of the model that you built. c) If you vary the model parameters, show how this impacts the results: - Change the confidence factor to 35%, report any change in the model accuracy, explaining reasons behind the change. - Set the ‘REP’ parameter (Reduced Error Pruning) to ‘TRUE’. Explain the meaning of this operation. Report and explain any change in the model accuracy. - Set the parameter ‘unpruned’ to ‘TRUE’, Report and explain any change in the model accuracy and in the tree structure. Explain which pruning method for this algorithm is used. d) Report on the model’s comparative ability to any base model of your choice (for example, logistic regression model), to predict a defaulted loan, and also on how easy it would be for the insurance company to understand the model. e) Analyse and describe the level of accuracy the model achieves and the errors your model makes. Show a confusion matrix for the model and interpret it. Show a ROC curve for the decision as to whether or not a loan will be repaid.
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I am a professional full time academic research writer fully proficient in HARVARD, APA, MLA, Chicago and Oxford writing styles. I am competent in writing dissertations, thesis, reports, case studies, personal development plans, personal statements, marketing plans, comparative studies (companies/countries), review of literature and systemic literature review. I am able to carry out research utilizing mixed method, qualitative or quantitative research. My services range from undergraduate to Ph.D. academic level and I have written papers on management (organizational/business management including but not limited to Organizational/Business strategy, Strategic analysis etc.), HRM (Strategic HRM, IHRM etc.), Operations management, Marketing (plans, positioning etc.), Chemistry, Nursing, Psychology, Political Science, History, Geography, World Affairs and Religion. My work is tailor-made to suit my client's needs and is written from an analytical and critical perspective utilizing up to date peer-reviewed sources of academic literature and books.
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I have done MS Software Engineering. I had a course on DATA ENGINEERING and Artificial Intelligence. I know all data mining techniques (Predication & Classification) and data analysis techniques. I have worked on K-mean, ID3, Bayesian theorem, confusion matrix, Hungarian algo and so on .My research was on Rough Set Theory. Tools I uses are Weka, Matlab, RapiMiner, SPSS,Java, R programming and Excel . Please see my profile and reviews as well. Thanks
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Hi, I would like to use my experience to serve you better. You can trust my sincere indulgence both in quality and time frame. If you will give me a chance, I will ensure that you're satisfied. I'm really interested in the project since it's my area of expertise. I'm sure we can work together. I have read and understood the project guideline. Please check my completed projects & samples at: https://www.freelancer.com/u/erinkennedy.html. Thanks
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I am a competent academic writer, with high lead times and turnaround time, proposal writer, masters level dissertation writer, PHD level dissertation and thesis writer, PHD defense PowerPoint presentation writer, argumentative essays, comparative analysis, company analysis, business strategy development, conversant with all international citations, marketing, management, business studies, advertising, procurement, strategy development, marketing plans, marketing strategy, communication strategies, stakeholder man. I have good reviews and record of writing excellent quality and a PhD level Essay, Thesis, dissertation. I can assure you about ZERO Plagiarism work. Give me a chance to join your team and i will prove myself. I believe in Quality ... Let’s Discuss.
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Hi I am a very experienced statistician and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, WEKA and excel tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
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Hello, how are you? I hope you have a bright day/evening from your side. I have read the details provided, but please contact me so that we can discuss more on the project. I believe I have the required skills in this case. I will work on your requirements personally since I do not outsource to third parties, this guarantees you high-quality work that is delivered on time. You can also request for revisions till you’re fully satisfied with the work. I believe writing is a passion and not a money making business where people will deliver low-quality work just to get paid. Try my services, and you will never regret. Waiting for your kind response
£22 GBP σε 1 ημέρα
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I guarantee a good job upon receiving all the details and the scope of this work. Upon undertaking this work, I will conduct extensive research in this area and have credible sources and references. I hold a Bachelor of Law and a Bachelor in Arts. I am a good writer and researcher, skills which will help me provide quality job. I have experience in review, writing, researching, report writing and intend to complete the job within the provided time frame and also willing to start working immediately. I have a 3 years experience in writing and researching both in freelancing and NGOs. Furthermore I have access to online Library and catalogs such as ELibrary USA and Academic One Files which will help me get credible material and information for this task. I understand several formats and referencing styles such as Harvard, MLA, APA, Chicago, Oxford and Turabian. Contact me for further negotiations. I hope my proposal shall be considered. Thanks In advance.
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I am a professional writer, editor and proofreader with years of experience. Why not hire me? I can write in various niches. Among my services include: research papers, articles, essays, power point, term papers among others. I am well versed with different referencing styles inclusive of APA, MLA, HARVARD, IEEE among others. Moreover, I deliver quality writing service within your budget and deadline. I abhor plagiarism and errors. So, why not also choose me for your urgent task? Welcome!!
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Hello sir, Greetings!!!Right person is here according to your requirement. I'm constantly providing great, highly informative, analysis where necessary, great and quality papers, essays, reports, case study, dissertations etc. It will be a great pleasure for me to work with you with your project. I understand your requirement and having the certain quality I can assure that I can meet the expectation that you want. .Thank you in advance for your consideration. Regards
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£23 GBP σε 2 ημέρες
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Hi, I already worked on several 50+ WEKA and Data mining projects where I applied different WEKA algorithms including 'Decision Trees' ,'Classification', 'Clustering' by changing mentioned parameters. I will provide you work exactly as requirements in best way. Please have a look on my profile, my all project tasks in this domain. Thanks.
£88 GBP σε 3 ημέρες
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Hello I'm interesting your project very well I'm a Good C++, OpenCV, Math, Algorithm expert. I m quite well experienced in these jobs. Let's go ahead with me I want to service for you continously. Thanks
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Hello, I have been working with a MNC based company since last ~ 6 years, as an IT BI DWH Professional. The project is a BI DWH project which covers 3 layers of BI (ETL, Data warehouse & Reporting) and helped me in nourishing my talent in all the technologies around these 3 layers. Below are some key areas of my skills: Expert in SQL Server, Oracle and MS Access Databases Expert in BO XI, Cognos and SQL Server Reporting Service (SSRS) Expert in & designing & Implementation of end to end ETL Process using Informatica & SSIS Tools Expert in Designing Qlikview Dashboard BI Solution • Expert in ER & Dimension Data modeling Complete Command on PL/SQL concept e.g. Procedures, Functions, packages and complex queries. Basic knowledge of Unix Shell scripting • Web Development using Java, CSS, and HTML ,PHP & Java Script Expert in excel Macro Expert in C & C ++ Programming I have experience in all the above areas which I have gained during execution of project work As a Freelancer also I have worked in few of the above areas where I got a chance and delivered the best. I had conducted Informatica & DWH training for a US based training organization from Nov’14 to Dec’14. We recently started our own company “Point5Nyble Your Needs, Our Dream”. We always work to provide Best Delivery with 100 % customer satisfaction Would be looking forward to work on this opportunity and will ensure to deliver best. Regards, Point5Nyble
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Hi, I am proficient in Weka GUI as well as API to be used with Java. I plan to build a J48 tree a s per your assignment requirements. Please feel free to ping me on chat to discuss further. My bid is an estimate and may change (low or high) based on our chat. Thanks!
£70 GBP σε 3 ημέρες
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We are highly experienced Post Graduate Engineers, Doctors, IT, ITES, Software, Infrastructure Professionals, Web Designers and IT Architects. We can redo, improve, and publish any engineering, scientific MATLAB, SIMULINK, PSPICE, NS2, NS3 based IEEE papers. We can give remote support in Wintel, ADS, Unix, Storage, Backup, Network, Security tracks. Have experience in Active Directory, DNS, DHCP, FTP, IIS, SharePoint, CRM, SQL, WDS, ADRMS,ADFS,ADLDS, SCCM, Citrix Xenserver, Citrix XenApp, CRM,CRM Outlook connector IFD, Linux, Apache, My SQL, Postfix, VM Ware, Vcenter, VCO, VOIP (3CX)WHM, cPanel, H-Sphere, Hosting Controller, Plesk, DirectAdmin based web hosting support. We work in PHP, JAVA, ASP, DOT NET, Prestashop, Magento, woo commerce, OSCommerce, WordPress, Joomla, Web Hosting Panels Programming, LAMP, Android java development, Backend Server APIs, Android, Java, C/C++, Linux, PHP, MySQL, AJAX, JavaScript, C#, Visual Basic, PHP, MS SQL, My SQL, PHOTOSHOP, CSS, Bootstrap, HTML, JQUERY, JAVA, SCRIPT. We specialize in business, technical, academic, commercial, fiction, and Blog Writing, Dissertations, Academic papers, eBooks, Fiction, Sci-Fi thriller, Technical content, Articles, Web content, and blogs
£150 GBP σε 1 ημέρα
4,5 (5 αξιολογήσεις)
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I have experience in applying multiple classification algorithms with WEKA on wine quality dataset,including Decision tree ,rule base classifier ,ANN,SVM ,naive bayes ,ensemble learner and etc. and I used 10 fold cross validation to define training and test data .In the end,I use ROC and many measures such as accuracy,recall,F-measure ,prediction to evaluate the performance of each model. I also have experience in compile KNN classification algorithms with R and generate Roc curve . Several days ago ,I just help two people with data mining project with Matlab and rapid miner to conduct classification model.
£18 GBP σε 2 ημέρες
5,0 (1 αξιολόγηση)
0,8
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I am already doing this kind of job PLZ GIVE CHANCE THOUGH I am new to freelancer but working at upwork from 6 years Thanks
£555 GBP σε 10 ημέρες
0,0 (1 αξιολόγηση)
2,8
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Hi, I'm PhD candidate at USP working directly with data science. Then, this assignment is something trivial for me, as well as the report.
£80 GBP σε 2 ημέρες
0,0 (0 αξιολογήσεις)
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I am professional banker with extensive experience in credit analysis, having excellent report wiring skills.
£111 GBP σε 5 ημέρες
0,0 (0 αξιολογήσεις)
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We have very good experience in machine learning assignments in weka,R,MATLAB and python, we completed couple of university projects recently which required weka, We provide you a complete documentation of each step with screenshot and brief explanation about applied steps and their necessity. It would be great if you discuss in detail about your expectation and deadlines.
£66 GBP σε 1 ημέρα
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