signpost: classifier weights and metrics
Browse files- hashed_linear.json +24 -0
- hashed_linear.npz +3 -0
- metrics.json +2460 -0
- signpost_classifier.json +59 -0
hashed_linear.json
ADDED
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@@ -0,0 +1,24 @@
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{
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"backend": "hashed",
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"classes": [
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"ok",
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"generic",
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"role_echo",
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"identifier",
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"duplicate",
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"verbose",
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"missing",
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"mismatch"
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],
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"final_loss": 0.5667558686932854,
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"l2": 0.0001,
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"l2_normalize": true,
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"lr": 0.5,
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"max_iter": 300,
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"n_active": 5129,
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"n_features": 262144,
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"n_iter": 133,
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"patience": 20,
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"seed": 0,
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"tol": 1e-06
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}
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hashed_linear.npz
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:496d5d3d64f39645c198b245d5c9a6832a91156741b1c9616f20372bfb2fbdf5
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| 3 |
+
size 250238
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metrics.json
ADDED
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@@ -0,0 +1,2460 @@
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|
| 1 |
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{
|
| 2 |
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"ablation": {
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| 3 |
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"full": {
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| 4 |
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| 5 |
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| 6 |
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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"threshold": 0.5158781365147534
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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"precision": 0.8636363636363636,
|
| 25 |
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"recall": 0.5277777777777778,
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| 26 |
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"support": 36.0
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| 27 |
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| 28 |
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"generic": {
|
| 29 |
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"f1": 0.865979381443299,
|
| 30 |
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"precision": 1.0,
|
| 31 |
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"recall": 0.7636363636363637,
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| 32 |
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| 33 |
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| 34 |
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"identifier": {
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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"support": 54.0
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 55 |
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| 56 |
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| 57 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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| 65 |
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| 67 |
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|
| 2416 |
+
"support": 53,
|
| 2417 |
+
"tp": 17
|
| 2418 |
+
},
|
| 2419 |
+
"missing": {
|
| 2420 |
+
"f1": 0.9811320754716981,
|
| 2421 |
+
"fn": 1,
|
| 2422 |
+
"fp": 0,
|
| 2423 |
+
"precision": 1.0,
|
| 2424 |
+
"recall": 0.9629629629629629,
|
| 2425 |
+
"support": 27,
|
| 2426 |
+
"tp": 26
|
| 2427 |
+
},
|
| 2428 |
+
"ok": {
|
| 2429 |
+
"f1": 0.878133102852204,
|
| 2430 |
+
"fn": 7,
|
| 2431 |
+
"fp": 134,
|
| 2432 |
+
"precision": 0.7912772585669782,
|
| 2433 |
+
"recall": 0.9864077669902913,
|
| 2434 |
+
"support": 515,
|
| 2435 |
+
"tp": 508
|
| 2436 |
+
},
|
| 2437 |
+
"role_echo": {
|
| 2438 |
+
"f1": 0.3,
|
| 2439 |
+
"fn": 39,
|
| 2440 |
+
"fp": 3,
|
| 2441 |
+
"precision": 0.75,
|
| 2442 |
+
"recall": 0.1875,
|
| 2443 |
+
"support": 48,
|
| 2444 |
+
"tp": 9
|
| 2445 |
+
},
|
| 2446 |
+
"verbose": {
|
| 2447 |
+
"f1": 1.0,
|
| 2448 |
+
"fn": 0,
|
| 2449 |
+
"fp": 0,
|
| 2450 |
+
"precision": 1.0,
|
| 2451 |
+
"recall": 1.0,
|
| 2452 |
+
"support": 36,
|
| 2453 |
+
"tp": 36
|
| 2454 |
+
}
|
| 2455 |
+
},
|
| 2456 |
+
"problem_precision": 0.9395604395604396,
|
| 2457 |
+
"problem_recall": 0.5533980582524272
|
| 2458 |
+
}
|
| 2459 |
+
}
|
| 2460 |
+
}
|
signpost_classifier.json
ADDED
|
@@ -0,0 +1,59 @@
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|
| 1 |
+
{
|
| 2 |
+
"backend": {
|
| 3 |
+
"backend": "hashed",
|
| 4 |
+
"classes": [
|
| 5 |
+
"ok",
|
| 6 |
+
"generic",
|
| 7 |
+
"role_echo",
|
| 8 |
+
"identifier",
|
| 9 |
+
"duplicate",
|
| 10 |
+
"verbose",
|
| 11 |
+
"missing",
|
| 12 |
+
"mismatch"
|
| 13 |
+
],
|
| 14 |
+
"final_loss": 0.5667558686932854,
|
| 15 |
+
"l2": 0.0001,
|
| 16 |
+
"l2_normalize": true,
|
| 17 |
+
"lr": 0.5,
|
| 18 |
+
"max_iter": 300,
|
| 19 |
+
"n_active": 5129,
|
| 20 |
+
"n_features": 262144,
|
| 21 |
+
"n_iter": 133,
|
| 22 |
+
"patience": 20,
|
| 23 |
+
"seed": 0,
|
| 24 |
+
"tol": 1e-06
|
| 25 |
+
},
|
| 26 |
+
"calibration": {
|
| 27 |
+
"achieved_over_flag_rate": 0.01981981981981982,
|
| 28 |
+
"max_over_flag_rate": 0.02,
|
| 29 |
+
"n_ok": 1110,
|
| 30 |
+
"n_total": 1732,
|
| 31 |
+
"previous_threshold": 0.5,
|
| 32 |
+
"threshold": 0.6436870906101855
|
| 33 |
+
},
|
| 34 |
+
"class_weight": "balanced",
|
| 35 |
+
"class_weight_vector": [
|
| 36 |
+
0.19504504504504505,
|
| 37 |
+
1.8041666666666667,
|
| 38 |
+
2.432584269662921,
|
| 39 |
+
2.608433734939759,
|
| 40 |
+
2.811688311688312,
|
| 41 |
+
3.330769230769231,
|
| 42 |
+
3.13768115942029,
|
| 43 |
+
1.819327731092437
|
| 44 |
+
],
|
| 45 |
+
"classes": [
|
| 46 |
+
"ok",
|
| 47 |
+
"generic",
|
| 48 |
+
"role_echo",
|
| 49 |
+
"identifier",
|
| 50 |
+
"duplicate",
|
| 51 |
+
"verbose",
|
| 52 |
+
"missing",
|
| 53 |
+
"mismatch"
|
| 54 |
+
],
|
| 55 |
+
"context_level": "full",
|
| 56 |
+
"fitted": true,
|
| 57 |
+
"seed": 0,
|
| 58 |
+
"threshold": 0.6436870906101855
|
| 59 |
+
}
|