Cost matrix for imbalanced classification

Highlighted
NiCd Battery
Hi Team, Is there a way to provide /feed cost matrix for the imbalanced classification in DataRobot?
0 Kudos
1 Reply
Highlighted
Data Scientist
Data Scientist
Hi @MManojkumar, Yes! We just released the profit curve, which is designed to do exactly this. You can input the cost of each type of error (false positive & false negative) along with the the reward for true positive and true negative. Then the profit curve will automatically take into account these costs / rewards to set the optimal threshold and show you the curve. See here for a screenshot and more details: https://www.datarobot.com/platform/new/ Regards, Duncan