bhdai-20261112-c03: new production version

README.md

@@ -20,11 +20,11 @@ model-index:
       split: "test"
     metrics:
     - type: "recall"
-      value: 0.6908
+      value: 0.6918
       name: "Same-event pairs passed at threshold 0.1"
       verified: false
     - type: "false_positive_rate"
-      value: 0.0261
+      value: 0.0314
       name: "Hard negatives wrongly passed at threshold 0.1"
       verified: false
     - type: "false_positive_rate"
@@ -42,26 +42,26 @@ larger model. It is retrained every night and replaces the production version on
 
 | | |
 |---|---|
-| Version | `bhdai-20261111` |
-| Trained | 2026-11-11 |
+| Version | `bhdai-20261112-c03` |
+| Trained | 2026-11-12 |
 | Method | logistic regression on 10 deterministic overlap features (`kos_baslik`, `kos_baslik_tum`, `kos_tum`, `ozel_oran`, `ozel_az`, `kaynak_baslik_kapsam`, `metin_baslik_dayanak`, `sayi_oran`, `sayi_yok`, `uzunluk_orani`) |
-| Training data | 120,000 stories, 300,067 pairs (window 21 days, C 1.0) |
-| Replaced | `bhdai-20261110-adet120k` |
+| Training data | 120,000 stories, 300,064 pairs (window 21 days, C 0.3) |
+| Replaced | `bhdai-20261111` |
 
 ## Exam (the metrics the nightly gate uses)
 
-Last 2 days, 6,710 held-out stories. *Same-event passed*: share of correct
+Last 2 days, 7,096 held-out stories. *Same-event passed*: share of correct
 (source, story) pairs that pass without a call (higher is better). *Hard negative*: a story about a different event from
 the same category and day, the typical small-model mistake (lower is better).
 
 | Threshold | Same-event passed | Hard negative passed | Random negative passed | Previous: same-event | Previous: hard negative |
 |---|---|---|---|---|---|
-| 0.05 | 0.516 | 0.013 | 0.000 | 0.512 | 0.012 |
-| 0.1 (production) | 0.691 | 0.026 | 0.000 | 0.689 | 0.026 |
-| 0.2 | 0.830 | 0.046 | 0.000 | 0.829 | 0.046 |
-| 0.3 | 0.892 | 0.065 | 0.000 | 0.892 | 0.064 |
+| 0.05 | 0.509 | 0.013 | 0.000 | 0.514 | 0.013 |
+| 0.1 (production) | 0.692 | 0.031 | 0.000 | 0.697 | 0.032 |
+| 0.2 | 0.838 | 0.059 | 0.000 | 0.842 | 0.061 |
+| 0.3 | 0.898 | 0.080 | 0.000 | 0.901 | 0.082 |
 
-Gate decision: **promoted** — at threshold 0.1: same-event pairs passed without a call 69.1% (was 68.9%), hard negatives wrongly passed 2.61% (was 2.61%).
+Gate decision: **promoted** — at threshold 0.1: same-event pairs passed without a call 69.2% (was 69.7%), hard negatives wrongly passed 3.14% (was 3.22%).
 
 ## Usage (Türkçe örnek)
 
@@ -95,6 +95,7 @@ Files: `agirlik.npz` (weights and feature scaling), `sozluk.json` (vocabulary),
 
 ## Changelog
 
+- **2026-11-12** `bhdai-20261112-c03`: at threshold 0.1: same-event pairs passed without a call 69.2% (was 69.7%), hard negatives wrongly passed 3.14% (was 3.22%)
 - **2026-11-11** `bhdai-20261111`: at threshold 0.1: same-event pairs passed without a call 69.1% (was 68.9%), hard negatives wrongly passed 2.61% (was 2.61%)
 - **2026-11-10** `bhdai-20261110-adet120k`: at threshold 0.1: same-event pairs passed without a call 67.0% (was 68.5%), hard negatives wrongly passed 2.39% (was 2.60%)
 - **2026-11-05** `bhdai-20261105`: at threshold 0.1: same-event pairs passed without a call 67.0% (was 67.9%), hard negatives wrongly passed 2.59% (was 2.73%)

agirlik.npz

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fad75f85feff456acbd2d5da7dd056eb798162ff8c60f096178ef174d9f67f8f
-size 241598
+oid sha256:1aad9c8e36b02c16c020e07e717c7f3020bdabef37ab9b10c2285551bbeb2e23
+size 241375

bilgi.json

@@ -1,5 +1,5 @@
 {
- "surum": "bhdai-20261111",
+ "surum": "bhdai-20261112-c03",
  "ozellikler": [
   "kos_baslik",
   "kos_baslik_tum",
@@ -12,119 +12,119 @@
   "sayi_yok",
   "uzunluk_orani"
  ],
- "tarih": "2026-11-11T23:54:04",
+ "tarih": "2026-11-12T23:24:17",
  "egitim_haber": 120000,
- "egitim_cift": 300067,
+ "egitim_cift": 300064,
  "sinav": {
   "gun": 2,
-  "haber": 6710,
+  "haber": 7096,
   "esikler": {
    "0.02": {
-    "olumlu": 0.2782,
-    "zor": 0.0022,
+    "olumlu": 0.281,
+    "zor": 0.0028,
     "rastgele": 0.0
    },
    "0.05": {
-    "olumlu": 0.5156,
-    "zor": 0.0127,
+    "olumlu": 0.5092,
+    "zor": 0.0133,
     "rastgele": 0.0
    },
    "0.1": {
-    "olumlu": 0.6908,
-    "zor": 0.0261,
+    "olumlu": 0.6918,
+    "zor": 0.0314,
     "rastgele": 0.0
    },
    "0.15": {
-    "olumlu": 0.7753,
-    "zor": 0.0375,
+    "olumlu": 0.7833,
+    "zor": 0.0467,
     "rastgele": 0.0
    },
    "0.2": {
-    "olumlu": 0.8297,
-    "zor": 0.0457,
+    "olumlu": 0.8378,
+    "zor": 0.0589,
     "rastgele": 0.0
    },
    "0.3": {
-    "olumlu": 0.892,
-    "zor": 0.0649,
-    "rastgele": 0.0
+    "olumlu": 0.8978,
+    "zor": 0.0798,
+    "rastgele": 0.0003
    },
    "0.4": {
-    "olumlu": 0.9282,
-    "zor": 0.0785,
-    "rastgele": 0.0
+    "olumlu": 0.9291,
+    "zor": 0.0997,
+    "rastgele": 0.0003
    },
    "0.5": {
-    "olumlu": 0.9472,
-    "zor": 0.0949,
-    "rastgele": 0.0
+    "olumlu": 0.9503,
+    "zor": 0.1137,
+    "rastgele": 0.0003
    }
   },
   "onerilen_esik": 0.05
  },
  "katsayilar": {
-  "kos_baslik": -0.9058,
-  "kos_baslik_tum": 0.2912,
-  "kos_tum": -1.3972,
-  "ozel_oran": -1.7269,
-  "ozel_az": -0.01,
-  "kaynak_baslik_kapsam": -0.3062,
-  "metin_baslik_dayanak": 0.1304,
-  "sayi_oran": -2.0303,
-  "sayi_yok": 0.0448,
-  "uzunluk_orani": -0.4858
+  "kos_baslik": -0.9673,
+  "kos_baslik_tum": 0.3262,
+  "kos_tum": -1.4073,
+  "ozel_oran": -1.7214,
+  "ozel_az": -0.0107,
+  "kaynak_baslik_kapsam": -0.2898,
+  "metin_baslik_dayanak": 0.1202,
+  "sayi_oran": -1.9609,
+  "sayi_yok": 0.0358,
+  "uzunluk_orani": -0.4887
  },
  "ayar": {
   "gun": 21,
   "adet": 120000,
-  "c": 1.0
+  "c": 0.3
  },
  "karsilastirma": {
-  "canli": "bhdai-20261110-adet120k",
+  "canli": "bhdai-20261111",
   "esik": 0.1,
   "canli_esikler": {
    "0.02": {
-    "olumlu": 0.277,
-    "zor": 0.0024,
+    "olumlu": 0.2793,
+    "zor": 0.0025,
     "rastgele": 0.0
    },
    "0.05": {
-    "olumlu": 0.5125,
-    "zor": 0.0124,
+    "olumlu": 0.5144,
+    "zor": 0.0134,
     "rastgele": 0.0
    },
    "0.1": {
-    "olumlu": 0.6887,
-    "zor": 0.0261,
+    "olumlu": 0.6966,
+    "zor": 0.0322,
     "rastgele": 0.0
    },
    "0.15": {
-    "olumlu": 0.7779,
-    "zor": 0.037,
+    "olumlu": 0.7892,
+    "zor": 0.0476,
     "rastgele": 0.0
    },
    "0.2": {
-    "olumlu": 0.8292,
-    "zor": 0.0457,
+    "olumlu": 0.842,
+    "zor": 0.0606,
     "rastgele": 0.0
    },
    "0.3": {
-    "olumlu": 0.8924,
-    "zor": 0.0639,
-    "rastgele": 0.0
+    "olumlu": 0.9011,
+    "zor": 0.0821,
+    "rastgele": 0.0003
    },
    "0.4": {
-    "olumlu": 0.927,
-    "zor": 0.0777,
-    "rastgele": 0.0
+    "olumlu": 0.9301,
+    "zor": 0.0994,
+    "rastgele": 0.0003
    },
    "0.5": {
-    "olumlu": 0.9462,
-    "zor": 0.0942,
-    "rastgele": 0.0
+    "olumlu": 0.9519,
+    "zor": 0.1137,
+    "rastgele": 0.0003
    }
   },
   "karar": "yayina",
-  "neden": "eşik 0.1: çağrısız geçen %68.9→%69.1, yanlış geçen zor %2.61→%2.61 (6710 sınav haberi)"
+  "neden": "eşik 0.1: çağrısız geçen %69.7→%69.2, yanlış geçen zor %3.22→%3.14 (7096 sınav haberi)"
  }
 }