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README.md

AI Builder Samples

This topic provides information about the sample data files available in the ai-builder folder.

AI Builder documentation is available here: https://docs.microsoft.com/ai-builder

Sample data for prediction

To help you get started quickly with prediction, use these three sample datasets. For information on how to import the sample data and use it in a prediction model, see Data Preparation in AI Builder docs.

Please note that you do not need to download the CSV files, but rather link the raw URL of the CSV files during the data import flow.

Online Shopper Intention

This dataset is from the UCI Machine Learning Repository. The prediction scenario is whether a customer will make a purchase using web analytics data from an online retailer.

  • Solution: AIBuilderOnlineShopperIntention_1_0_0_0.zip
  • Data: aib_onlineshopperintention.csv

Citation: Sakar, C.O., Polat, S.O., Katircioglu, M. et al. Neural Comput & Applic (2018). https://doi.org/10.1007/s00521-018-3523-0

Steel Plates Fault

This dataset is from the UCI Machine Learning Repository. The prediction scenario is whether a stainless steel plate has a surface defect using indicators that approximate shape and reflective properties of the steel plate.

  • Solution: AIBuilderSteelPlatesFault_1_0_0_0.zip
  • Data: aib_steelplatesfault.csv

Citation: Dataset provided by Semeion, Research Center of Sciences of Communication, Via Sersale 117, 00128, Rome, Italy. http://www.semeion.it/

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