Figure 8
A line graph shows partial dependence of current underscore A on predicted energy consumption, with mean effect.The vertical axis is labeled “Partial Dependence,” ranging from 4.2 to 5.2 in increments of 0.2. The horizontal axis is labeled “Current underscore A,” ranging from 10.5 to 13.5. A legend in the upper left corner identifies the line as “Mean Effect,” and another line surrounding it indicates individual effects or variability. The trend shows a strong positive linear relationship, as the curve rises steadily from around (10.5, 4.2) to about (13.5, 5.150), with multiple slight peaks and troughs. Note: All numerical data values are approximated.

Individual conditional expectation (ICE) plot for Current_A impact on predicted energy consumption. Source(s): Author’s work

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