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Clustering in Knime

A retail company sends out a lot of promotions with different kinds of offers and discounts to customers. Each campaign is composed of several different kinds of elements: A type of campaign (often also one or several discount levels), addons, and requirements. Every campaign must have exactly one type but can have zero or more addons or requirements. Below is a typical example of a campaign:

40% on first item + free delivery if above 800

There are 7 different kinds of campaign types: check, first item, first + second item, combinations, all order, ladder, three items for the price of two. Each campaign can also contain free addons: a free or payed gift, shipping, express shipping, return. The requirements put restraints on which kind of items that will warrant discounts: items on sale, ordinary and/or reduced price, brand selection, minimum value of order, minimum number of items, time. The level of discount can differ and is also given.

The company wants to be able to understand how profit and activation are affected by the combination of type, discounts, addons and requirements.

Data

Since this is not a predictive task, only historical orders are provided: HistoricalOrders_Profit_Activation.

The full descrition is in docs file.I have done most of the work of lab i just need you to do the last six parts of the lab and also writre the report for them

Skills: Machine Learning (ML), Data Science

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About the Employer:
( 0 reviews ) Jönköping, Sweden

Project ID: #23913076

6 freelancers are bidding on average $23 for this job

olaideejiwole

Hello sir/ma, I'm interested in taking this task up for you. I have extensive experience in the domains of Natural Language Processing, Image Recognition & Artificial Intelligence,Recommender Systems,Machine learning,D More

$20 USD in 1 day
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umairali8062

I have read your project and I am an expert in this field. I can do this for you within due time and honestly. I also have a few questions to discuss. Kindly contact me and we will discuss time and budget. Thanks

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gurumail10

hi I am a data scientist working in the machine learning from past 3 years. i have worked upon knime you can also check it in my reviews.

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fnsm3322

Hi, I have experience in data science and machine learning. I have gone through instructions document. I can help you with this project.

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jawherkoussani

Hi sir, I hope you're doing well. I'm a graduate in the field of business analytis and machine learning and I already have a plan on how to do the work so contact me for the details. Regards.

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slockholms

I will be the right person to do this project. I will be able to do this project within your time requirements. See Profile Below: - I have done many projects and courses on Web Scrapping, Machine Learning and Deep Lea More

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