... | ... | @@ -89,11 +89,8 @@ Therefore, predictive / descriptive capabilities of the models is strongly affec |
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One of the most common measures is the Euclidean distance, giving the dissimilarity between the features (m=1,2,..M) of two instances:
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```math
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Distance(x_{i},x_{i'}) = \sum_{m=1}^{M} \Delta_m (x_{im},x_{i'm})
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Distance(x_{i},x_{i'}) = \sum_{m=1}^{M} sqrt{(x_{im}-x_{i'm})^2}
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where:
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\Delta_m = \sqrt((x_{im},x_{i'm})^2)
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```
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