Table 1 Physical meanings, judgment conditions, and assignments of decision variables in the training set.

From: Research on water inrush early warning of coal seam floor based on naive Bayes classification

Decision variable

Physical meaning

Judgment condition

Assignment

\({x_1}\)

\(\Delta {\rho _{21}}=\frac{{{\rho _2} - {\rho _1}}}{{{\rho _1}}}\)

\(< - 0.05\)

1

\(\geqslant - 0.05\)

0

\({x_2}\)

\(\Delta {\rho _{32}}=\frac{{{\rho _3} - {\rho _2}}}{{{\rho _2}}}\)

\(< - 0.05\)

1

\(\geqslant - 0.05\)

0

\({x_3}\)

\(\Delta {\rho _{43}}=\frac{{{\rho _4} - {\rho _3}}}{{{\rho _3}}}\)

\(< - 0.05\)

1

\(\geqslant - 0.05\)

0

\({x_4}\)

\(\Delta {\rho _{32}} - \Delta {\rho _{21}}\)

\(<0\)

1

\(\geqslant 0\)

0

\({x_5}\)

\(\Delta {\rho _{43}} - \Delta {\rho _{32}}\)

\(<0\)

1

\(\geqslant 0\)

0