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by d110af5ccf
643 days ago
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> the reason the magnitude doesn't matter is that those counts will be much higher in longer documents ... To be a bit more explicit (of my intuition). The vector is encoding a ratio, isn't it? You want to treat 3:2, 6:4, 12:8, ... as equivalent in this case; normalization does exactly that. |
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