Fold 1 - Understanding why coefficient 992240 was selected
Tag: UNDER-50
Selected Coefficient: 992240
Taxonomy Path: 0.78.0.2
Taxonomy Name:
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 992240 | 7.025477 | 0.78.0.2 | 2.0.78.0 (2*79^3 + 78*79) | Yes | |
| 3869341 | 7.025637 | 0.78.66.7 | 7.66.78.0 (7*79^3 + 66*79^2 + 78*79) | No | |
| -599136 | 7.038135 | -0.0.17.1 | -1.17.0.0 (-(493039 + 17*79^2)) | No | |
| -12482 | 7.038135 | -0.0.2 | -2.0.0 (-(2*79^2)) | No | |
| -599295 | 8.000320 | -1.2.17.1 | -1.17.2.1 (-(493039 + 17*79^2 + 2*79 + 1)) | No | |
| -2128340 | 8.000481 | -1.2.25.4 | -4.25.2.1 (-(4*79^3 + 25*79^2 + 2*79 + 1)) | No | |
| -5005441 | 8.000481 | -1.2.12.10 | -10.12.2.1 (-(10*79^3 + 12*79^2 + 2*79 + 1)) | No | |
| 131298398 | 11.000000 | 3.3.24.29.3 | 3.29.24.3.3 (3*79^4 + 29*79^3 + 24*79^2 + 3*79 + 3) | No | |
| 17474960 | 11.000000 | 2.2.35.35 | 35.35.2.2 (35*79^3 + 35*79^2 + 2*79 + 2) | No | |
| -8126021 | 11.000000 | -2.3.38.16 | -16.38.3.2 (-(16*79^3 + 38*79^2 + 3*79 + 2)) | No |
These are the training products that have the "UNDER-50" tag (processing sequence 2979). 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 |
|---|---|---|---|---|---|---|---|
| 6492 | Syd Pinstripe Tailored Skort | 131298398 | BLUE, FINALSALE, IN-STOCK, SITE-NAV-BOTTOMS, SITE-NAV-WORK | 130306158 | none | ||
| 11195 | Emi Slip Midi Skirt | 17474960 | FINALSALE, IN-STOCK, SITE-NAV-BOTTOMS | 16482720 | none | ||
| 11856 | Nevan Casual Track Belt | 3869341 | ACCESSORIES, AD, BELTS | 2877101 | none | ||
| 11380 | Vader Dotted Fashion Socks | 992240 | ACCESSORIES, CLOTHING, COTTON-BLEND | 0 | VANNUCCI | ||
| 11792 | Vadala Paisley Fashion Socks | 992240 | ACCESSORIES, CLOTHING, COTTON-BLEND | 0 | VANNUCCI | ||
| 11180 | 14K Gold Mini Pearl Hoop Earrings | -12482 | GOLD | -1004722 | none | ||
| 11804 | Vago Paisley Fashion Socks | -599136 | ACCESSORIES, CLOTHING, COTTON-BLEND | -1591376 | VANNUCCI | ||
| 11805 | Vago Paisley Fashion Socks | -599295 | CHARCOAL, ACCESSORIES, CLOTHING, COTTON-BLEND | -1591535 | VANNUCCI | ||
| 11819 | Vadala Paisley Fashion Socks | -599295 | CHARCOAL, ACCESSORIES, CLOTHING, COTTON-BLEND | -1591535 | VANNUCCI | ||
| 11860 | Valente Classic Leather Belt | -2128340 | CASUAL, ACCESSORIES, AD, BELTS | -3120580 | none | ||
| 11803 | Vaca Diamond Fashion Socks | -5005441 | BLUE, ACCESSORIES, CLOTHING, COTTON-BLEND | -5997681 | VANNUCCI | ||
| 11877 | Vartan Braided Belt | -8126021 | CASUAL, ACCESSORIES, AD, BEIGE, BELTS | -9118261 | none |