Figure 7
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: “Inventories,” “Net Profit,” “Share Capital,” “Inventory Turnover,” “Operating Result,” “Total Value Production,” “Sales,” “Taxes,” “Financial Income,” “Intangibles,” “Days Payable Outstanding,” “Current Activities,” “Accounts Payables,” “Days Sales Outstanding,” “Long Term Debt,” “Debts,” “Current Liabilities,” “Tangibles,” “Equity,” and “Cash and Cash Equivalent.” A color scale, indicated by the “Feature value” bar on the right, maps feature values from blue (“Low”) to red (“High”). “Inventories” and “Net Profit” are the most impactful features, showing the largest spread of “S H A P” values. For “Inventories,” high values (red dots) correspond to large positive “S H A P” values (positive impact), while low values (blue dots) correspond to negative impacts. “Net Profit” also has a broad distribution, with high values (red) associated with positive impacts and low values (blue) with negative impacts. “Days Sales Outstanding” shows several high values (red) linked to significant negative and positive “S H A P” values, with a small cluster of low values (blue) near zero. Most remaining features have minimal impact, with “S H A P” values clustered closely around zero.Global summary plot for time step 6 (2018)