![]() ![]() The classification goal is to predict if the client will subscribe (yes/no) a term deposit (variable y).Ģ - job : type of job (categorical: 'admin.','blue-collar','entrepreneur','housemaid','management','retired','self-employed','services','student','technician','unemployed','unknown')ģ - marital : marital status (categorical: 'divorced','married','single','unknown' note: 'divorced' means divorced or widowed)Ĥ - education (categorical: 'basic.4y','basic.6y','basic.9y','high.school','illiterate','urse','gree','unknown')ĥ - default: has credit in default? (categorical: 'no','yes','unknown')Ħ - housing: has housing loan? (categorical: 'no','yes','unknown')ħ - loan: has personal loan? (categorical: 'no','yes','unknown') The smallest datasets are provided to test more computationally demanding machine learning algorithms (e.g., SVM). ![]() Often, more than one contact to the same client was required, in order to access if the product (bank term deposit) would be ('yes') or not ('no') subscribed.ġ) bank-additional-full.csv with all examples (41188) and 20 inputs, ordered by date (from May 2008 to November 2010), very close to the data analyzed in Ģ) bank-additional.csv with 10% of the examples (4119), randomly selected from 1), and 20 inputs.ģ) bank-full.csv with all examples and 17 inputs, ordered by date (older version of this dataset with less inputs).Ĥ) bank.csv with 10% of the examples and 17 inputs, randomly selected from 3 (older version of this dataset with less inputs). ![]() The marketing campaigns were based on phone calls. The data is related with direct marketing campaigns of a Portuguese banking institution. Decision Support Systems, Elsevier, 62:22-31, June 2014 A Data-Driven Approach to Predict the Success of Bank Telemarketing. The classification goal is to predict if the client will subscribe a term deposit (variable y). Click here to try out the new site.ĭownload: Data Folder, Data Set DescriptionĪbstract: The data is related with direct marketing campaigns (phone calls) of a Portuguese banking institution. ![]() Check out the beta version of the new UCI Machine Learning Repository we are currently testing! Contact us if you have any issues, questions, or concerns. ![]()
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