1464 blood-transfusion-service-center 1 **Author**: Prof. I-Cheng Yeh **Source**: [UCI](https://archive.ics.uci.edu/ml/datasets/Blood+Transfusion+Service+Center) **Please cite**: Yeh, I-Cheng, Yang, King-Jang, and Ting, Tao-Ming, "Knowledge discovery on RFM model using Bernoulli sequence", Expert Systems with Applications, 2008. **Blood Transfusion Service Center Data Set** Data taken from the Blood Transfusion Service Center in Hsin-Chu City in Taiwan -- this is a classification problem. To demonstrate the RFMTC marketing model (a modified version of RFM), this study adopted the donor database of Blood Transfusion Service Center in Hsin-Chu City in Taiwan. The center passes their blood transfusion service bus to one university in Hsin-Chu City to gather blood donated about every three months. To build an FRMTC model, we selected 748 donors at random from the donor database. ### Attribute Information * V1: Recency - months since last donation * V2: Frequency - total number of donation * V3: Monetary - total blood donated in c.c. * V4: Time - months since first donation), and a binary variable representing whether he/she donated blood in March 2007 (1 stand for donating blood; 0 stands for not donating blood). The target attribute is a binary variable representing whether he/she donated blood in March 2007 (2 stands for donating blood; 1 stands for not donating blood). 5 ARFF 2015-05-21T22:49:48 Public https://api.openml.org/data/v1/download/1586225/blood-transfusion-service-center.arff https://openml1.win.tue.nl/datasets/0000/1464/dataset_1464.pq 1586225 Class ChemistryLife ScienceOpenML-CC18OpenML100study_123study_135study_14study_218study_34study_50study_52study_7study_98study_99uci public https://archive.ics.uci.edu/ml/datasets/Blood+Transfusion+Service+Center https://openml1.win.tue.nl/datasets/0000/1464/dataset_1464.pq active 2020-11-20 21:51:00 c3242468edab8c2e7a907674122dc851