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Updated README
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README.md
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tags:
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- evaluate
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- metric
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description: >-
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The Discounted Cumulative Gain is a measure of ranking quality.
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It is used to evaluate Information Retrieval Systems under the following 2 assumptions:
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1. Highly relevant documents/Labels are more useful when appearing earlier in the results
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2. Documents/Labels are relevant to different degrees
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---
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# Metric Card for nDCG
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tags:
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- evaluate
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- metric
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- ranking
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description: >-
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The Discounted Cumulative Gain is a measure of ranking quality.
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It is used to evaluate Information Retrieval Systems under the following 2 assumptions:
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1. Highly relevant documents/Labels are more useful when appearing earlier in the results
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2. Documents/Labels are relevant to different degrees
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It is defined as the Sum over all relevances of the retrieved documents reduced logarithmically proportional to
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the position in which they were retrieved.
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The Normalized DCG (nDCG) divides the resulting value by the optimal value, that can be achieved, to get a value between
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0 and 1 s.t. a perfect retrieval achieves a nDCG of 1.
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# Metric Card for nDCG
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