retrieval system evaluation contains 6 documents {d1, d2, d3, d4, d5, d6} and 2 queries {q1, q2}, assume the relevance scores of the six documents to q1 is {3, 4, 2, 1, 5, 0} and to q2 is {6, 3, 2, 1, 0, 0}. Given two information retrieval algorithms, if their rankings of the six documents based on the queries are as follows (left for q1 and right for q2): rank Ground Truth IR IR2 rank Ground Truth IR IR2 d5 d5 d5 1 d1 d1 d1 d2 d2 d1 d2 d4 d2 d1 d1 d3 d3 d2 d3 13 14 d3 d5 123

Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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Kindly find attached a question on Information retrieval. Kindlyu provide the answers for me .Thanks

3. ormalized Discounted Cumulative Gain (NDCG): a benchmark for information
retrieval system evaluation contains 6 documents {d1, d2, d3, d4, d5, d6} and 2 queries
{q1, q2}, assume the relevance scores of the six documents to q1 is {3, 4, 2, 1, 5, 0} and
to q2 is {6, 3, 2, 1, 0, 0}. Given two information retrieval algorithms, if their rankings of
the six documents based on the queries are as follows (left for q1 and right for q2):
rank
Ground Truth IR IR2
Ground Truth
IR
IR2
d1
rank
d5
d5
d5
d1
d1
d2
d2
d1
d2
d4
d2
d1
d1
d3
d3
d2
d3
d3
d6
d2
d4
d3
d5
d4
d3
d4
5
d5
d5
d4
d6
d4
d6
6.
d6
d6
d6
Calculate their NDCG using the formula below to measure which IR algorithm is more
effecti ves (check slides 44-47 of chapter 8; note that the formula used in the example
is different)
2R(jm) - 1
NDCG(Q, k)
log, (1+ m)'
m=1
123456
Transcribed Image Text:3. ormalized Discounted Cumulative Gain (NDCG): a benchmark for information retrieval system evaluation contains 6 documents {d1, d2, d3, d4, d5, d6} and 2 queries {q1, q2}, assume the relevance scores of the six documents to q1 is {3, 4, 2, 1, 5, 0} and to q2 is {6, 3, 2, 1, 0, 0}. Given two information retrieval algorithms, if their rankings of the six documents based on the queries are as follows (left for q1 and right for q2): rank Ground Truth IR IR2 Ground Truth IR IR2 d1 rank d5 d5 d5 d1 d1 d2 d2 d1 d2 d4 d2 d1 d1 d3 d3 d2 d3 d3 d6 d2 d4 d3 d5 d4 d3 d4 5 d5 d5 d4 d6 d4 d6 6. d6 d6 d6 Calculate their NDCG using the formula below to measure which IR algorithm is more effecti ves (check slides 44-47 of chapter 8; note that the formula used in the example is different) 2R(jm) - 1 NDCG(Q, k) log, (1+ m)' m=1 123456
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