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Table 1 Prediction combination table with posterior probability, \(P(\omega |s=s_{k})\), for each combination number, \(s_{k}\), which represents a prediction combination from each of the four QSAR tools

From: An ensemble model of QSAR tools for regulatory risk assessment

Combination number

Tool 1

Tool 2

Tool 3

Tool 4

Posterior probability

\(s_{1}\)

0

0

0

0

\(P(\omega |s=s_{1})\)

\(s_{2}\)

0

0

0

1

\(P(\omega |s=s_{2})\)

\(s_{3}\)

0

0

1

0

\(P(\omega |s=s_{3})\)

\(s_{4}\)

0

0

1

1

\(P(\omega |s=s_{4})\)

\(s_{5}\)

0

1

0

0

\(P(\omega |s=s_{5})\)

\(s_{6}\)

0

1

0

1

\(P(\omega |s=s_{6})\)

\(s_{7}\)

0

1

1

0

\(P(\omega |s=s_{7})\)

\(s_{8}\)

0

1

0

1

\(P(\omega |s=s_{8})\)

\(s_{9}\)

0

1

1

1

\(P(\omega |s=s_{9})\)

\(s_{10}\)

1

0

0

0

\(P(\omega |s=s_{10})\)

\(s_{11}\)

1

0

0

1

\(P(\omega |s=s_{11})\)

\(s_{12}\)

1

0

1

0

\(P(\omega |s=s_{12})\)

\(s_{13}\)

1

0

1

1

\(P(\omega |s=s_{13})\)

\(s_{14}\)

1

1

0

0

\(P(\omega |s=s_{14})\)

\(s_{15}\)

1

1

0

1

\(P(\omega |s=s_{15})\)

\(s_{16}\)

1

1

1

1

\(P(\omega |s=s_{16})\)