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Chart design can mislead vision models into learning visual cues instead of actual temporal patterns, fundamentally altering their performance.
Time-series classification gets a visual upgrade: fusing raw data with intuitive charts like line, bar, and scatter plots can boost accuracy, especially on smaller datasets.