Economic Interplay Forecasting Business Success

Table 2

The effect of present funding and firm-level variables on the model accuracy.

Year	Original model; AUC/sens/spec (%)	Present funding; AUC/sens/spec (%)	Firm-level variables; AUC/sens/spec (%)
+1	73/64/69	83/56/86	81/79/68
+2	71/53/75	79/49/86	81/80/68
+3	67/48/75	73/4085	80/79/68
+4	63/41/75	67/32/85	79/73/69
+5	62/34/78	63/23/87	77/69/71
+6	58/24/81	59/16/88	73/55/74
+7	56/19/85	57/15/88	71/48/77
+8	54/16/86	54/14/89	69/42/79
+9	53/16/86	52/12/89	68/36/81

These values refer to the variance of the median values of the yearly distributions of AUC-ROC, sensitivity, and specificity. Significant differences according to the Mann–Whitney test at 1% significance level with a Bonferroni correction are marked (“”).