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results/experiments/exp_3/results.json

@@ -190,7 +190,292 @@
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     "auprc_median": 0.0151,
     "auroc_vs_log_npos_spearman": -0.2113,
-    "auroc_vs_log_npos_pvalue": 0.345196
+    "auroc_vs_log_npos_pvalue": 0.345196,
+    "predictor_model_r_squared": 0.066914,
+    "predictor_model_adj_r_squared": -0.088601,
+    "predictor_model_f_pvalue": 0.73382,
+    "predictor_model_significant_predictors": []
+  },
+  "predictor_analysis": {
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+    "family_summary": [
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+        "auroc_median": 0.635,
+        "auroc_mean": 0.6155,
+        "auroc_iqr": [
+          0.5213,
+          0.6763
+        ]
+      }
+    ],
+    "regression": {
+      "status": "ok",
+      "formula": "auroc ~ log_n_pos + expr_level + string_degree",
+      "n_samples": 22,
+      "r_squared": 0.066914,
+      "adj_r_squared": -0.088601,
+      "f_statistic": 0.430273,
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+      "n_tf_regulators": 0,
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+      "expression_proxy": "log1p(mean expression in TAM atlas cells)",
+      "string_degree_source": "H-GFB raw network feature 0 (STRING v12 score>=400, expm1)",
+      "tf_family_source": "HumanTFs_DatabaseExtract_v_1.01.txt (DBD column)",
+      "min_family_size_for_grouping": 2
+    }
   },
   "embedding_source": "geneformer",
   "min_pos_edges": 5,