Fig. 2 | Most informative Instagram features (behavioral, visual, linguistic) for classifying high vs. low loneliness. (IMAGE)

University of California - San Diego

Fig. 2 | Most informative Instagram features (behavioral, visual, linguistic) for classifying high vs. low loneliness.

Caption

Rows show Instagram features grouped into three categories, labeled on the left: behavioral (purple), visual (yellow), and linguistic (blue); text in square brackets denotes the data source. Red cells indicate a higher predicted probability of loneliness; blue cells indicate a lower one. Numbers show the mean change in the model’s predicted probability of belonging to the high-loneliness group (e.g., 0.26 = 26 percentage points; cutoff: absolute change ≥ 0.05); blank cells fall below this cutoff.

Credit

UC San Diego

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License

Public Domain

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