Fold 1 - Understanding why coefficient -548216405 was selected
Tag: COMFORT
Selected Coefficient: -548216405
Taxonomy Path: -13.9.72.5.14
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 10
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -548216405 | 7.012660 | -13.9.72.5.14 | -14.5.72.9.13 (-(14*79^4 + 5*79^3 + 72*79^2 + 9*79 + 13)) | Yes | |
| -552653756 | 7.012662 | -13.9.72.14.14 | -14.14.72.9.13 (-(14*79^4 + 14*79^3 + 72*79^2 + 9*79 + 13)) | No | |
| -554145435 | 7.025477 | -14.10.74.17.14 | -14.17.74.10.14 (-(14*79^4 + 17*79^3 + 74*79^2 + 10*79 + 14)) | No | |
| -554214086 | 7.025477 | -14.10.6.18.14 | -14.18.6.10.14 (-(14*79^4 + 18*79^3 + 6*79^2 + 10*79 + 14)) | No | |
| -554757132 | 7.025477 | -14.11.14.19.14 | -14.19.14.11.14 (-(14*79^4 + 19*79^3 + 14*79^2 + 11*79 + 14)) | No | |
| -548815700 | 7.025477 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)) | No | |
| -469866970 | 7.037975 | -13.10.0.5.12 | -12.5.0.10.13 (-(12*79^4 + 5*79^3 + 10*79 + 13)) | No | |
| -554813381 | 9.000160 | -15.12.23.19.14 | -14.19.23.12.15 (-(14*79^4 + 19*79^3 + 23*79^2 + 12*79 + 15)) | No | |
| -554264173 | 9.000160 | -15.12.14.18.14 | -14.18.14.12.15 (-(14*79^4 + 18*79^3 + 14*79^2 + 12*79 + 15)) | No | |
| 0 | 10.000000 | 0 | 0 (0) | No |
These are the training products that have the "COMFORT" tag (processing sequence 1072). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.