v2 model: production_model/feature_importance_v2.csv
Browse files
production_model/feature_importance_v2.csv
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| 1 |
+
rank,feature,importance
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| 2 |
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1,candidate_num_cited_by,14985.530790269375
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| 3 |
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2,age_ratio,9626.036534249783
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| 4 |
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3,candidate_position,8036.926429748535
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| 5 |
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4,cluster_distance_to_medoid,2655.753707051277
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| 6 |
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5,position_inverse,2578.4697216153145
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| 7 |
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6,ewma_negative_similarity,1595.2763053178787
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| 8 |
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7,ewma_shortterm_similarity,1498.1983343958855
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| 9 |
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8,qdrant_cosine_score,418.87039536237717
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| 10 |
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9,citation_count_ratio,360.1048934459686
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| 11 |
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10,cosine_x_citations,288.0438839793205
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| 12 |
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11,query_age_days,287.9089082479477
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| 13 |
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12,candidate_influential_citations,250.03656780719757
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| 14 |
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13,user_days_since_last_save,244.79518991708755
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| 15 |
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14,candidate_citation_count,244.56051486730576
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| 16 |
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15,query_citation_count,243.8800145983696
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| 17 |
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16,ewma_longterm_similarity,227.91575199365616
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| 18 |
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17,query_num_references,225.5082014799118
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| 19 |
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18,candidate_citations_per_year,214.10649985074997
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| 20 |
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19,candidate_age_days,184.8911971449852
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| 21 |
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20,cosine_x_cocitation,152.6348159313202
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| 22 |
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21,onboarding_category_match,152.52679014205933
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| 23 |
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22,citations_x_recency,140.38160228729248
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| 24 |
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23,category_x_recency,129.21052467823029
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| 25 |
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24,user_session_save_count,109.97411346435547
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| 26 |
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25,cluster_importance,102.49212235212326
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| 27 |
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26,year_diff,81.32582759857178
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| 28 |
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27,candidate_recency_score,80.25869399309158
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| 29 |
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28,cosine_x_recency,61.490856766700745
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| 30 |
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29,user_total_saves,60.1797690987587
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| 31 |
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30,query_log_citations,48.18304318189621
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| 32 |
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31,candidate_log_citations,44.986644983291626
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| 33 |
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32,co_citation_count,17.18885040283203
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| 34 |
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33,is_suppressed_category,16.725749731063843
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| 35 |
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34,candidate_is_newer,11.455129861831665
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| 36 |
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35,same_primary_category,0.0
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| 37 |
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36,shared_author_count,0.0
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| 38 |
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37,user_total_dismissals,0.0
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