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Table 1 An example decision table \(\mathcal{D}=\left(U,A\cup \left\{d\right\}\right)\) where \(A\) is a set of two genes, \(U\) is a set of five objects \({x}_{1}\), …, \({x}_{5}\) and \(d\) is case or control diagnosis. The values in \(U\) are discrete gene expression levels “up” or “down”

From: R.ROSETTA: an interpretable machine learning framework

Object

\({gene}_{1}\)

\({gene}_{2}\)

\(diagnosis\)

\({x}_{1}\)

Up

Up

Case

\({x}_{2}\)

Up

Down

Case

\({x}_{3}\)

Up

Up

Control

\({x}_{4}\)

Down

Down

Control

\({x}_{5}\)

Down

Up

Case