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. Author manuscript; available in PMC: 2023 Jul 1.
Published in final edited form as: Psychol Rev. 2021 Aug 26;129(4):640–695. doi: 10.1037/rev0000313

Figure 7.

Figure 7

Left: Relation between the number of fixations a model makes during a training trial and the average strength of the word-feature associations formed by the model. The blue line shows a linear fit of the data with an RMSE=0.11. Right: Growth of the average number of erroneous associations formed with increasing fixations at training. The red line shows a linear fit of the data with an RMSE=0.16. Other statistical measures are indicated in both plots. Note that each value plotted on the Y-axis is averaged (after binning) over models within a bin-width of 0.03 in fixation counts.