derived/iv/pair_signal_eval.json

Derived analysis output (scratchpad derived/iv/pair_signal_eval.json).

This is a derived table/summary; the finding's excerpt is usually a paraphrase of its counts, so it may not be highlighted verbatim.

{
 "n_revisions": 3451,
 "n_pairs": 5952975,
 "n_pos": 8334,
 "n_strongneg": 5361559,
 "base_rate": 0.00139997228276618,
 "signals": {
  "same_label": {
   "fires": 9527,
   "precision": 0.6447,
   "recall": 0.737,
   "lift": 460.5,
   "strongneg_fire_rate": 0.00053,
   "pos_fire_rate": 0.737
  },
  "same_ip16": {
   "fires": 90367,
   "precision": 0.0037,
   "recall": 0.0398,
   "lift": 2.6,
   "strongneg_fire_rate": 0.0151,
   "pos_fire_rate": 0.0398
  },
  "same_page": {
   "fires": 31885,
   "precision": 0.0767,
   "recall": 0.2933,
   "lift": 54.8,
   "strongneg_fire_rate": 0.00491,
   "pos_fire_rate": 0.2933
  },
  "same_summary_any": {
   "fires": 117026,
   "precision": 0.042,
   "recall": 0.5893,
   "lift": 30.0,
   "strongneg_fire_rate": 0.01846,
   "pos_fire_rate": 0.5893
  },
  "same_summary_specific(<=15 uses)": {
   "fires": 2200,
   "precision": 0.7141,
   "recall": 0.1885,
   "lift": 510.1,
   "strongneg_fire_rate": 0.0001,
   "pos_fire_rate": 0.1885
  },
  "same_hosts_set": {
   "fires": 70844,
   "precision": 0.0162,
   "recall": 0.1377,
   "lift": 11.6,
   "strongneg_fire_rate": 0.01276,
   "pos_fire_rate": 0.1377
  },
  "same_selfcohort_date": {
   "fires": 1218,
   "precision": 0.2767,
   "recall": 0.0404,
   "lift": 197.6,
   "strongneg_fire_rate": 4e-05,
   "pos_fire_rate": 0.0404
  },
  "same_label_date": {
   "fires": 20379,
   "precision": 0.2692,
   "recall": 0.6583,
   "lift": 192.3,
   "strongneg_fire_rate": 0.00126,
   "pos_fire_rate": 0.6583
  },
  "gap<=10min": {
   "fires": 66124,
   "precision": 0.0211,
   "recall": 0.167,
   "lift": 15.0,
   "strongneg_fire_rate": 0.01073,
   "pos_fire_rate": 0.167
  },
  "gap<=60min": {
   "fires": 336663,
   "precision": 0.0138,
   "recall": 0.5589,
   "lift": 9.9,
   "strongneg_fire_rate": 0.05519,
   "pos_fire_rate": 0.5589
  },
  "gap<=6h": {
   "fires": 1236060,
   "precision": 0.0064,
   "recall": 0.9512,
   "lift": 4.6,
   "strongneg_fire_rate": 0.20722,
   "pos_fire_rate": 0.9512
  },
  "char3gram_cos>=0.5": {
   "fires": 1484524,
   "precision": 0.0017,
   "recall": 0.3084,
   "lift": 1.2,
   "strongneg_fire_rate": 0.25254,
   "pos_fire_rate": 0.3084
  },
  "char3gram_cos>=0.7": {
   "fires": 132418,
   "precision": 0.0045,
   "recall": 0.0708,
   "lift": 3.2,
   "strongneg_fire_rate": 0.02267,
   "pos_fire_rate": 0.0708
  },
  "char3gram_cos>=0.8": {
   "fires": 11765,
   "precision": 0.0172,
   "recall": 0.0242,
   "lift": 12.3,
   "strongneg_fire_rate": 0.00199,
   "pos_fire_rate": 0.0242
  },
  "punct/functionword_cos>=0.7": {
   "fires": 37742,
   "precision": 0.0122,
   "recall": 0.0554,
   "lift": 8.7,
   "strongneg_fire_rate": 0.00631,
   "pos_fire_rate": 0.0554
  },
  "same_label&gap<=60min": {
   "fires": 4442,
   "precision": 0.7938,
   "recall": 0.4231,
   "lift": 567.0,
   "strongneg_fire_rate": 0.00015,
   "pos_fire_rate": 0.4231
  },
  "same_label&gap<=6h": {
   "fires": 8406,
   "precision": 0.6951,
   "recall": 0.7011,
   "lift": 496.5,
   "strongneg_fire_rate": 0.00041,
   "pos_fire_rate": 0.7011
  },
  "same_ip16&gap<=10min": {
   "fires": 1116,
   "precision": 0.0349,
   "recall": 0.0047,
   "lift": 25.0,
   "strongneg_fire_rate": 0.00018,
   "pos_fire_rate": 0.0047
  },
  "same_summary_any&gap<=60min": {
   "fires": 12234,
   "precision": 0.2314,
   "recall": 0.3397,
   "lift": 165.3,
   "strongneg_fire_rate": 0.00165,
   "pos_fire_rate": 0.3397
  },
  "same_summary_specific&gap<=6h": {
   "fires": 1720,
   "precision": 0.8721,
   "recall": 0.18,
   "lift": 622.9,
   "strongneg_fire_rate": 3e-05,
   "pos_fire_rate": 0.18
  },
  "same_page&gap<=60min": {
   "fires": 16159,
   "precision": 0.1002,
   "recall": 0.1943,
   "lift": 71.6,
   "strongneg_fire_rate": 0.00237,
   "pos_fire_rate": 0.1943
  },
  "cos>=0.5&gap<=60min": {
   "fires": 122235,
   "precision": 0.0135,
   "recall": 0.198,
   "lift": 9.6,
   "strongneg_fire_rate": 0.02024,
   "pos_fire_rate": 0.198
  },
  "cos>=0.7&gap<=6h": {
   "fires": 65045,
   "precision": 0.0089,
   "recall": 0.0696,
   "lift": 6.4,
   "strongneg_fire_rate": 0.01107,
   "pos_fire_rate": 0.0696
  },
  "same_label_date&gap<=6h": {
   "fires": 9508,
   "precision": 0.5473,
   "recall": 0.6244,
   "lift": 391.0,
   "strongneg_fire_rate": 0.00054,
   "pos_fire_rate": 0.6244
  },
  "same_selfcohort&gap<=6h": {
   "fires": 581,
   "precision": 0.5232,
   "recall": 0.0365,
   "lift": 373.7,
   "strongneg_fire_rate": 2e-05,
   "pos_fire_rate": 0.0365
  }
 }
}