Files
ruvnet--RuView/examples/research-sota/04-rssi/r8_rssi_only_results.json
T
rUv 4e879bf62a chore: organise examples/research-sota/ into 9 thematic folders with READMEs (#744)
User request: organise examples/research-sota/ into folders with READMEs and main overview.

Moved 46 files into 9 thematic folders by thread family + research category:

01-physics-floor/      (R1, R6, R6.1) — bedrock primitives
02-placement/          (R6.2 family, 7 sub-ticks) — antenna placement
03-spatial-intelligence/ (R5, R7) — saliency + mincut
04-rssi/               (R8, R9) — RSSI-only sensing
05-cross-room-reid/    (R3 arc, 3 ticks) — cross-room identity
06-structure-detection/ (R12 arc, 3 ticks) — PABS + closed loop
07-negative-results/   (R13) — productive failure
08-verticals/          (R10, R11) — wildlife + maritime physics
09-quantum-fusion/     (R20.1) — ADR-114 quantum-classical demo

Each folder has its own README.md documenting:
- Scripts + headlines table
- Why this folder bounds / composes with others
- Sample output / honest scope
- Cross-references to related loop notes + ADRs

Main README.md at the top covers:
- Folder map with thread numbers
- Cross-folder dependency graph
- Headline findings table (8 entries)
- Reading order for newcomers (4 scripts in suggested order)
- Honest scope (synthetic-physics caveats)

All git mv operations preserve file history. Total: 46 files moved, 10
new READMEs (main + 9 sub) totalling ~1300 lines of organising
documentation.
2026-05-22 07:52:57 -04:00

239 lines
5.6 KiB
JSON

{
"method": "RSSI-proxy band-mean amplitude over 20-frame window",
"input_dim": 20,
"architecture": "MLP(20 \u2192 32 \u2192 8) ReLU + softmax, vanilla SGD",
"epochs": 200,
"train_time_s": 0.717573200003244,
"n_train": 862,
"n_eval": 215,
"label_distribution_train": {
"1": 445,
"0": 417
},
"label_distribution_eval": {
"0": 116,
"1": 99
},
"final_eval_acc": 0.5906976744186047,
"best_eval_acc": 0.5906976744186047,
"per_class_accuracy": {
"0": {
"support": 116,
"accuracy": 0.5948275862068966
},
"1": {
"support": 99,
"accuracy": 0.5858585858585859
}
},
"full_csi_baseline": {
"version": "cog-person-count v0.0.2",
"overall_acc": 0.623,
"class0_acc": 0.862,
"class1_acc": 0.343,
"source": "docs/benchmarks/person-count-cog.md"
},
"retained_fraction": 0.9481503602224793,
"eval_acc_curve": [
0.3395348837209302,
0.4604651162790698,
0.4744186046511628,
0.5116279069767442,
0.5534883720930233,
0.5395348837209303,
0.5441860465116279,
0.5302325581395348,
0.5255813953488372,
0.5348837209302325,
0.5395348837209303,
0.5395348837209303,
0.5534883720930233,
0.5534883720930233,
0.5488372093023256,
0.5441860465116279,
0.5627906976744186,
0.5674418604651162,
0.5441860465116279,
0.5581395348837209,
0.5534883720930233,
0.5581395348837209,
0.5534883720930233,
0.5488372093023256,
0.5627906976744186,
0.5488372093023256,
0.5488372093023256,
0.5441860465116279,
0.586046511627907,
0.5534883720930233,
0.5441860465116279,
0.5395348837209303,
0.5534883720930233,
0.5581395348837209,
0.5534883720930233,
0.5534883720930233,
0.5441860465116279,
0.5813953488372093,
0.5534883720930233,
0.5488372093023256,
0.5534883720930233,
0.5581395348837209,
0.5767441860465117,
0.5581395348837209,
0.5534883720930233,
0.5627906976744186,
0.5906976744186047,
0.5906976744186047,
0.5581395348837209,
0.5674418604651162,
0.5581395348837209,
0.5581395348837209,
0.5534883720930233,
0.5627906976744186,
0.5627906976744186,
0.5581395348837209,
0.5813953488372093,
0.5627906976744186,
0.5581395348837209,
0.5720930232558139,
0.5627906976744186,
0.5581395348837209,
0.5627906976744186,
0.5581395348837209,
0.5627906976744186,
0.5581395348837209,
0.5581395348837209,
0.5674418604651162,
0.5627906976744186,
0.5627906976744186,
0.5581395348837209,
0.5581395348837209,
0.5581395348837209,
0.5581395348837209,
0.5627906976744186,
0.5534883720930233,
0.5581395348837209,
0.5674418604651162,
0.5534883720930233,
0.5534883720930233,
0.5534883720930233,
0.5581395348837209,
0.5581395348837209,
0.5767441860465117,
0.5627906976744186,
0.5720930232558139,
0.5534883720930233,
0.5488372093023256,
0.5534883720930233,
0.5534883720930233,
0.5767441860465117,
0.5534883720930233,
0.5534883720930233,
0.5534883720930233,
0.5720930232558139,
0.5534883720930233,
0.5627906976744186,
0.5627906976744186,
0.5534883720930233,
0.5534883720930233,
0.5581395348837209,
0.5581395348837209,
0.5627906976744186,
0.5581395348837209,
0.5534883720930233,
0.5674418604651162,
0.5488372093023256,
0.5581395348837209,
0.5581395348837209,
0.5488372093023256,
0.5488372093023256,
0.5488372093023256,
0.5395348837209303,
0.5627906976744186,
0.5441860465116279,
0.5581395348837209,
0.5581395348837209,
0.5441860465116279,
0.5627906976744186,
0.5534883720930233,
0.5534883720930233,
0.5627906976744186,
0.5674418604651162,
0.5348837209302325,
0.5534883720930233,
0.5441860465116279,
0.5534883720930233,
0.5534883720930233,
0.5581395348837209,
0.5581395348837209,
0.5581395348837209,
0.5488372093023256,
0.5534883720930233,
0.5488372093023256,
0.5488372093023256,
0.5441860465116279,
0.5441860465116279,
0.5534883720930233,
0.5720930232558139,
0.5441860465116279,
0.5488372093023256,
0.5674418604651162,
0.5488372093023256,
0.5534883720930233,
0.5674418604651162,
0.5720930232558139,
0.5441860465116279,
0.5627906976744186,
0.5627906976744186,
0.5534883720930233,
0.5627906976744186,
0.5627906976744186,
0.5581395348837209,
0.5488372093023256,
0.5395348837209303,
0.5581395348837209,
0.5627906976744186,
0.5534883720930233,
0.5581395348837209,
0.5441860465116279,
0.5720930232558139,
0.5488372093023256,
0.5627906976744186,
0.5627906976744186,
0.5534883720930233,
0.5627906976744186,
0.5534883720930233,
0.5627906976744186,
0.5674418604651162,
0.5627906976744186,
0.5627906976744186,
0.5674418604651162,
0.5674418604651162,
0.5581395348837209,
0.5674418604651162,
0.5674418604651162,
0.5627906976744186,
0.5581395348837209,
0.5627906976744186,
0.5674418604651162,
0.5627906976744186,
0.5581395348837209,
0.5674418604651162,
0.5534883720930233,
0.5488372093023256,
0.5581395348837209,
0.5674418604651162,
0.5627906976744186,
0.5627906976744186,
0.5581395348837209,
0.5581395348837209,
0.5674418604651162,
0.5488372093023256,
0.5674418604651162,
0.5674418604651162,
0.5534883720930233,
0.5627906976744186,
0.5627906976744186,
0.5627906976744186,
0.5674418604651162
]
}