Add V5 results

eval_v2/v5_eval_results.json

@@ -0,0 +1,138 @@
+{
+  "model": "V5",
+  "features": [
+    "cand_cited_by",
+    "cand_refs",
+    "survey_refs",
+    "co_citation",
+    "bib_coupling",
+    "jaccard",
+    "adamic_adar",
+    "n_surveys_citing",
+    "n_total_cit",
+    "cited_by_survey_refs",
+    "hub_score",
+    "authority",
+    "authority_ratio",
+    "year_diff",
+    "is_newer",
+    "pref_attach",
+    "indirect_cit",
+    "cand_citation_count",
+    "cand_influential_cit",
+    "same_category",
+    "cand_recency",
+    "cit_ratio",
+    "cand_age_years",
+    "survey_citation_count",
+    "cit_per_year"
+  ],
+  "num_features": 25,
+  "metrics": {
+    "ndcg@10": 1.0,
+    "hard_neg_auc": 0.8367518691894439,
+    "mrr": 0.9382716049382716
+  },
+  "feature_importance": [
+    {
+      "f": "n_surveys_citing",
+      "i": 33610.03427093569
+    },
+    {
+      "f": "cand_cited_by",
+      "i": 5473.262965915725
+    },
+    {
+      "f": "hub_score",
+      "i": 1090.9751255121082
+    },
+    {
+      "f": "survey_refs",
+      "i": 1035.7450321940705
+    },
+    {
+      "f": "cand_recency",
+      "i": 970.9841798022389
+    },
+    {
+      "f": "n_total_cit",
+      "i": 939.4337191255763
+    },
+    {
+      "f": "survey_citation_count",
+      "i": 927.2334140073508
+    },
+    {
+      "f": "cand_influential_cit",
+      "i": 715.6924514118582
+    },
+    {
+      "f": "same_category",
+      "i": 607.3218726748601
+    },
+    {
+      "f": "cited_by_survey_refs",
+      "i": 584.1888177180663
+    },
+    {
+      "f": "authority",
+      "i": 578.5719946101308
+    },
+    {
+      "f": "cit_ratio",
+      "i": 571.5529085090384
+    },
+    {
+      "f": "year_diff",
+      "i": 566.3474437119439
+    },
+    {
+      "f": "cit_per_year",
+      "i": 487.4531460739672
+    },
+    {
+      "f": "pref_attach",
+      "i": 474.953755245544
+    },
+    {
+      "f": "cand_age_years",
+      "i": 450.05624829325825
+    },
+    {
+      "f": "authority_ratio",
+      "i": 404.013142907992
+    },
+    {
+      "f": "cand_citation_count",
+      "i": 328.2113908044994
+    },
+    {
+      "f": "adamic_adar",
+      "i": 276.42846376635134
+    },
+    {
+      "f": "is_newer",
+      "i": 242.44030845165253
+    },
+    {
+      "f": "indirect_cit",
+      "i": 123.05330572463572
+    },
+    {
+      "f": "co_citation",
+      "i": 65.44761579390615
+    },
+    {
+      "f": "jaccard",
+      "i": 45.59257882926613
+    },
+    {
+      "f": "cand_refs",
+      "i": 41.46722808852792
+    },
+    {
+      "f": "bib_coupling",
+      "i": 19.3214054396376
+    }
+  ]
+}