Extended Data Fig. 2: VID of decision tree models for the recidivism experiment. | Nature Machine Intelligence

Extended Data Fig. 2: VID of decision tree models for the recidivism experiment.

From: Exploring the cloud of variable importance for the set of all good models

Extended Data Fig. 2

VID for Recidivism: decision trees. This is the projective of the VIC onto the space spanned by the four variables of interest: age, race, prior criminal history and gender. Unlike Fig. 4, the VIC is generated by the Rashomon set that consists of the all the good decision trees instead of logistic regression models. However, the diagrams should be interpreted in the same way as before.

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