dchalmer

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How to do classification with high predictive value?

dchalmer posted a topic in Mathematics and Statistics

I have a two-class classification problem. I would like to train a multivariate classifier with 100% positive predictive value. In other words, I want the model to completely avoid one of the classes. For this application a low-ish sensitivity is OK as long as PPV is ~100%. Do you have any suggestions of good techniques to use? Thank you!
- September 17, 2013
- 2 replies
dchalmer started following How to do classification with high predictive value? September 17, 2013
Machine learning classification problem

dchalmer posted a topic in Computer Science

I have a two-class classification problem. I would like to train a multivariate classifier with 100% positive predictive value. In other words, I want the model to completely avoid one of the classes. For this application a low-ish sensitivity is OK as long as PPV is ~100%. Do you have any suggestions of good techniques to use? Thank you!
- September 17, 2013
- 1 reply