Figure 9
The horizontal axis represents the “S H A P value (impact on model output),” ranging from approximately negative 0.6 to 0.4 in increments of 0.2 units. The vertical axis lists features: “Taxes,” “Financial Income,” “Tangibles,” “Total Value Production,” “Sales,” “Inventory Turnover,” “Share Capital,” “Net Profit,” “Accounts Payables,” “Inventories,” “Intangibles,” “Operating Result,” “Days Sales Outstanding,” “Debts,” “Current Liabilities,” “Cash and Cash Equivalent,” “Total Assets,” “Days Payable Outstanding,” “Accounts Receivables,” and “Equity.” The plot uses a color scale, indicated by the “Feature value” color bar on the right, where blue represents “Low” feature values and red represents “High” feature values. “Taxes” is the most impactful feature, with high values (red dots) associated with large positive “S H A P” values (up to 0.4), and low values (blue dots) associated with strong negative impacts (up to negative 0.15). “Financial Income,” “Tangibles,” and “Total Value Production” are also highly impactful, showing a wide spread of “S H A P” values. “Net Profit” shows a unique pattern where a low-value point (blue dot) has a very large negative “S H A P” value (beyond negative 0.4). “Days Sales Outstanding” shows high values (red dots) with both positive and negative impacts, while low values (blue dots) show negative impacts up to negative 0.15. Most remaining features have low overall impact, with “S H A P” values tightly clustered around 0.Global summary plot for time step 8 (2020)