Akeed Restaurant Recommendation Challenge
Predict which restaurants in Oman customers will most likely order from
Prize
$3 000 USD
Time
Ended over 2 years ago
Participants
242 active ยท 1348 enrolled
Helping
Oman
Prediction
Customer service
About

There are ~10,000 customers in the test set. These are the customers you will need to recommend a vendor to. Each customer can order from multiple locations (LOC_NUM).

There are ~35,000 customers in the train set. Some of these customers have made orders at at least one of 100 vendors.

The objective of this competition is to build a recommendation engine to predict what restaurants customers are most likely to order from, given the customer location, the restaurant, and the customer order history.

  • test_customers.csv - customer id’s in the test set.
  • test_locations.csv - latitude and longitude for the different locations of each customer.
  • train_locations.csv - customer id’s in the test set.
  • train_customers.csv - latitude and longitude for the different locations of each customer.
  • orders.csv - orders that the customers train_customers.csv from made.
  • vendors.csv - vendors that customers can order from.
  • VariableDefinitions.txt - Variable definitions for the datasets
  • SampleSubmission.csv - is an example of what your submission file should look like. The order of the rows does not matter, but the names of CID X LOC_NUM X VENDOR must be correct. The column "target" is your prediction. The submission file is large so please allow up to 30 minutes for your score to reflect.
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