researchit-reranker-phase6 / production_model /feature_importance_v2.csv
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v2 model: production_model/feature_importance_v2.csv
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rank,feature,importance
1,candidate_num_cited_by,14985.530790269375
2,age_ratio,9626.036534249783
3,candidate_position,8036.926429748535
4,cluster_distance_to_medoid,2655.753707051277
5,position_inverse,2578.4697216153145
6,ewma_negative_similarity,1595.2763053178787
7,ewma_shortterm_similarity,1498.1983343958855
8,qdrant_cosine_score,418.87039536237717
9,citation_count_ratio,360.1048934459686
10,cosine_x_citations,288.0438839793205
11,query_age_days,287.9089082479477
12,candidate_influential_citations,250.03656780719757
13,user_days_since_last_save,244.79518991708755
14,candidate_citation_count,244.56051486730576
15,query_citation_count,243.8800145983696
16,ewma_longterm_similarity,227.91575199365616
17,query_num_references,225.5082014799118
18,candidate_citations_per_year,214.10649985074997
19,candidate_age_days,184.8911971449852
20,cosine_x_cocitation,152.6348159313202
21,onboarding_category_match,152.52679014205933
22,citations_x_recency,140.38160228729248
23,category_x_recency,129.21052467823029
24,user_session_save_count,109.97411346435547
25,cluster_importance,102.49212235212326
26,year_diff,81.32582759857178
27,candidate_recency_score,80.25869399309158
28,cosine_x_recency,61.490856766700745
29,user_total_saves,60.1797690987587
30,query_log_citations,48.18304318189621
31,candidate_log_citations,44.986644983291626
32,co_citation_count,17.18885040283203
33,is_suppressed_category,16.725749731063843
34,candidate_is_newer,11.455129861831665
35,same_primary_category,0.0
36,shared_author_count,0.0
37,user_total_dismissals,0.0