blood-transfusion-service-center (Q6034045)

**Author**: Prof. I-Cheng Yeh \N**Source**: [UCI](https://archive.ics.uci.edu/ml/datasets/Blood+Transfusion+Service+Center) \N**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. \N\N**Blood Transfusion Service Center Data Set** \NData taken from the Blood Transfusion Service Center in Hsin-Chu City in Taiwan -- this is a classification problem.\N\NTo 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. \N\N### Attribute Information \N* V1: Recency - months since last donation\N* V2: Frequency - total number of donation\N* V3: Monetary - total blood donated in c.c.\N* 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).\N\NThe 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).