The paper discusses AI tools for medical diagnosis and their efficiency. It proposes simple trees for classification and diagnosis, which satisfy the tenets of bounded rationality, namely fast-and-frugal trees, based on simple rankings of features. The core component of the paper is a simple AI tool for constructing such transparent, simple and robust trees. A comparison with other well known procedures concludes the paper.
Martignon, L., Viale, R., Erickson, T. (2022). Transparent, simple and robust fast-and-frugal trees and their construction. FRONTIERS IN HUMAN DYNAMICS, 4 [10.3389/fhumd.2022.790033].
Transparent, simple and robust fast-and-frugal trees and their construction
Viale R.;
2022
Abstract
The paper discusses AI tools for medical diagnosis and their efficiency. It proposes simple trees for classification and diagnosis, which satisfy the tenets of bounded rationality, namely fast-and-frugal trees, based on simple rankings of features. The core component of the paper is a simple AI tool for constructing such transparent, simple and robust trees. A comparison with other well known procedures concludes the paper.
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