$p\left(y_4\right)=\frac{{\text{e}}^{\left(56.708\times f_1+2.73\times f_2+2.045\times f_3-16.775\right)}}{1+{\text{e}}^{\left(56.708\times f_1+2.73\times f_2+2.045\times f_3-16.775\right)}}$

Company Number

Actual value

Equity financing rate P (Y₄)

Predictive value

Consistence

1

0

0

0

√

2

1

1

1

√

3

0

1

1

×

4

0

0

0

√

5

0

0

0

√

6

1

1

0

×

7

0

0

0

√

8

1

1

1

√

9

0

1

1

×

10

0

0

0

√

11

0

0

0

√

12

1

1

0

×