Making sense of a forest of treesH
By A. Chipman, Edward I. George, E. R., McCullochDepartment. 2007
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
- Dino Pedreschi
- Fosca Giannotti
- Riccardo Guidotti
- Anna Monreale
- Francesco Bodria
- Franco Turini
- Salvatore Ruggieri
- Sara Hajian
Citations in the corpus
- A Survey of Methods for Explaining Black Box Models (2018, methodology): “Similar to Reference [17], this explanation method f does not extend the input dataset D with random data and cannot be generalized to other black boxes but can be used only with Bayesian decision tree ensembles.”
- Confident Interpretation of Bayesian Decision Tree Ensembles for Clinical Applications (2007, methodology): “For interpretation of DT ensembles, two approaches have been suggested [9], [10].”
- Benchmarking and survey of explanation methods for black box models (2021, methodology): “…(2020) TAB PH L A eem Chowdhury et al. (2022) TAB PH G A dalex Lipovetsky (2022) ANY PH G/L A RB trepan Craven and Shavlik (1995) TAB PH G S msft Chipman et al. (1998) TAB PH G S cmm Domingos (1998) TAB PH G S dectext Boz (2002) TAB PH G S sta Zhou and Hooker (2016) TAB PH G S scalable- brl…”