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Predciting Churn ( statistics problem)

$30-250 SGD

Completed
Posted over 5 years ago

$30-250 SGD

Paid on delivery
Please don not apply if you cant finish the problem in two hours A company has had a growing problem with increasing customer defections above industry average. The churn issue is most acute in the SME division and thus they want it to be the first priority. Predict the customers which are most likely to churn. Task: Find the churn issue Build the model and suggest actions Data provided: Training model – dataset which includes features of SME customers in Jan 2016, as well as the info about whether or not they have churned by Mar 2016. The prices from 2015 for these customers. How: Use the trained model to “score” customers in the verification data set (provided in the file) and put them in descending order of the propensity to churn. Classify these customers into two classes: those which you predict to churn are to be labelled "1" and the remaining customers should be labelled "0" in the result template. Use the ROC curve and Brier scoring Further: Will a 20% discount offered to customers predict to be a good measure for churn (assuming it’s applied to all customers)?
Project ID: 17716508

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8 proposals
Remote project
Active 6 yrs ago

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Hello, Greetings of the day.!! Your project attracted my attention at first glance, because I've really rich experience in Machine Learning & Python Programming. I am having 5+ year of experience in Data Science using tools like Python, R, Spark. I have worked on several similar projects before! Worked on multiple projects in various domains like life sciences, CPG, Insurance. I have completed Master of Technology in Machine Learning. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Work Areas - Image Processing(OpenCV), Text Mining(NLP), Supervised and Unsupervised Machine learning problem(Classification, Regression Clustering). Thanks, Abhyudaya D
$88 SGD in 3 days
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8 freelancers are bidding on average $203 SGD for this job
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Hello Sir, I have reviewed your job details and I am sure i can deliver you the job with you satisfaction. Please go through my profile i have deliver more than 400 projects with 100% client satisfaction. I have more than 5 year of experience in Excel, R Programming Language, SPSS Statistics, Statistical Analysis, Statistics. Please ping me for more discussion.
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Hello, i have read the details provided..please contact me to discuss more on the project deadline and some other few things
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Hello there, I am an analytics consultant with more than 6 years of experience working with clients across the globe on data driven decision making using statistical analysis. Please ping for further discussion. Best, Yash
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Greetings! I am a statistician with vast understanding of prediction and modeling ,I will deliver 100% quality work meeting all your expectations.I invite you to check on my portfolio and reviews regarding similar assignments. Kind regards
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Hi, I am interested in your project. However, I would like to ask more than a few questions if needed to get better clarity so that we would get good model results for the scenario. Please let me know if you are interested. Warm regards, Kiran
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I'll not talk too much, you'll see with your own eye how I'm a professional. I have a certification from Wikipedia at Algeria. I'll take lower than anyone because this is so easy. You can trust me.
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Flag of SINGAPORE
Singapore, Singapore
5.0
106
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Member since Nov 24, 2014

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