Fold 3 - Understanding why coefficient -4937830 was selected
Tag: SOLD
Selected Coefficient: -4937830
Taxonomy Path: -14.15.1.10
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -4937830 | 1.012818 | -14.15.1.10 | -10.1.15.14 (-(10*79^3 + 6241 + 15*79 + 14)) | Yes | |
| 112867286 | 1.012818 | 65.63.72.70.2 | 2.70.72.63.65 (2*79^4 + 70*79^3 + 72*79^2 + 63*79 + 65) | No | |
| -9812367 | 1.025316 | -14.19.71.19 | -19.71.19.14 (-(19*79^3 + 71*79^2 + 19*79 + 14)) | No | |
| -9874708 | 3.000000 | -24.18.2.20 | -20.2.18.24 (-(20*79^3 + 2*79^2 + 18*79 + 24)) | No |
These are the training products that have the "SOLD" tag (processing sequence 2739). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 10140 | The Orange "Drunkard Path" Wall Hanging Quilt | 112867286 | AUTUMN, GALLERY, PATCHWORK | 117805116 | none | ||
| 10139 | Un Giorno alle Terme Quilt | -4937830 | GALLERY, PATCHWORK | 0 | none | ||
| 10128 | Christmas Dresden Table Runner | -9812367 | GALLERY, PATCHWORK | -4874537 | none | ||
| 10148 | PLAYFUL! Quilt | -9874708 | GALLERY, PATCHWORK | -4936878 | none |