The goal of the project is more accurately predict blood donors using a modification of the Recency-Frequency-Monetary model. The data set has five features with four predictors of
- Months since Last Donation
- Number of Donations
- Total Volume Donated
- Months since first donation
The dependent variable is a categorical variable of
- Made Donation in March 2007.
In the project, I have used
- SVM Linear
- SVM Kernel
- Logistic Regression with Cross Validation. I have also written my own Cross Validation function.