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Recsys

OFAiR Results

OFAiR_Paper Results

Librec-auto OFAiR Results

While trying to reproduce above outcomes

Revised Logic Cleaning @50 with Librec-auto: ofair_rerank.py

OBP just gives the OFAiR metrics. OBP should give me the same items, and positions for each items (it doesn’t change).
SAME METRICS WITH OFAIR_RERANK.PY NDCG@10 Results

Similar to Sonboli’s OFAiR paper data cleaning @10 with Librec-auto: ofair_rerank.py

N@10 Results

Similar to Sonboli’s OFAiR paper data cleaning @50 with Librec-auto: ofair_rerank.py

N@50 Results

Additional Notes

  1. The OFAiR Data Cleaning Notebook calculates the values as Sonboli’s OFAiR Github
  2. The metrics (i.e NDCG) calculated using OBP_rerank.py and Librec-auto: ofair_rerank.py.

Future Implementation: The current algorithm and evaluation needs to be integrated to Librec-auto or OBP with enough customization that the hard coded parameters can be easily configured.