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Build a simple machine learning model using R

The goal is to create a model, propose evaluation metric and cross-validate [login to view URL] choice of the model is not that important and we don’t expect state-of-the-art accuracy (although we assume that sufficient explanation for how model works). Solution should be simple, but reasonable: The key deliverable along with the R code is a detailed explanation as to how it works(should be able to explain why it makes sense and how it is correlated to the business problem). The attached dataset provides information about shopping mall [login to view URL] line represents one customer - the first column contains unique customer identifier and the second column contains indices of the day when customer have visited the mall. The day with index 1 is a Monday (e. g. 7th is a Sunday, 8th is again a Monday). Indices are within a range of 1 to 1001

(which is equal to 143 full weeks). The task is to predict the first day of the next visit (week 144). For example, if customer will visit mall on Wednesday, then prediction should be equal to 3:

0: Customer will not visit on the next week

1: Monday

2: Tuesday

3: Wednesday

4: Thursday

5: Friday

6: Saturday

7: Sunday

We are not looking for a model that performs perfectly - we are looking to build a reasonable model with a correct evaluation. The explanation of code and steps used is key. You can use any open source libraries and we expect to get a rmarkdown. Please reach out in case of any queries.

Deliverables:

1. single-page summary of the model with evaluation result

2. code (all the preprocessing and transformation steps should be included),the steps of analysis and explanation can be done either in the form of comments or as a separate document.

Link for Data :

[login to view URL]

The deadline is on 18/10/2018 @ 6.00AM GMT.

Thanks and hope you all take up this challenge

Kemahiran: Pembelajaran Mesin, Bahasa Pengaturcaraan R, Analisis Statistik

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Tentang Majikan:
( 2 ulasan ) Dubai, United Arab Emirates

ID Projek: #17969208

Dianugerahkan kepada:

Iamgauravs

[Github link attached] Hi, I have a Bayesian model in R ready and can deliver to you in one day with all the required changes if accepted. I am attaching you another Bayesian model that I implemented for some project. Lagi

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nodinh325

Hi, I am professional in R. I have built many machine learning algorithms in R previously. I can do your project perfectly. Thanks.

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iamajayjadhav

Hello, Greetings of the day.!! I have gone through the dataset please ping me. I am having 7+ years of experience in Data Science using tools like Python, R, Spark. Your project attracted my attention at Lagi

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bianyunzhi95

I hope to see you in chat. Though I am new to freelancer.com I am an experienced R developer with full-stack knowledge and career. I have lots of experiences in Data Science in Python and have experiences in tensorfl Lagi

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karaki93

Hi, I'm a data miner with 4 years of experience in R programming, ready to help you with your problem here

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arcsoft16

Dear Prospect Hiring Manager. Thank you for giving me a chance to bid on your project. i am a serious bidder here and i have already worked on a similar project before and can deliver as u have mentioned I am a Fu Lagi

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datamachine007

Dear Hiring Manager, A pleasure to meet your acquaintance! Hi, I am Sunny I am an Independent full-time freelancer specialized in python platform and have 4+ years of experience as an in the field of data science Lagi

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Hungnt1211

I published 6 high-quality papers. My google scholar is: [login to view URL]

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