Fold 0 - Understanding why coefficient -4025525 was selected
Tag: STYLE
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| -4025525 | 6.000164 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 411826 | 6.000164 | 78.77.65 | 65.77.78 (65*79^2 + 77*79 + 78) | No | |
| -1560330 | 6.000164 | -1.1.13.3 | -3.13.1.1 (-(3*79^3 + 13*79^2 + 79 + 1)) | No | |
| -5560811 | 6.000481 | -1.1.22.11 | -11.22.1.1 (-(11*79^3 + 22*79^2 + 79 + 1)) | No | |
| 5423429 | 7.012660 | 0.0.0.11 | 11.0.0.0 (11*79^3) | No | |
| 0 | 7.012660 | 0 | 0 (0) | No | |
| -1497287 | 7.025316 | -0.72.2.3 | -3.2.72.0 (-(3*79^3 + 2*79^2 + 72*79)) | No | |
| 386782 | 8.000160 | 77.76.61 | 61.76.77 (61*79^2 + 76*79 + 77) | No | |
| -2065931 | 8.000160 | -2.2.15.4 | -4.15.2.2 (-(4*79^3 + 15*79^2 + 2*79 + 2)) | No | |
| 87454 | 9.000000 | 1.1.14 | 14.1.1 (14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts | No |
These are the training products that have the "STYLE" tag (processing sequence 4472). 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 |
|---|---|---|---|---|---|---|---|
| 977 | JH Mountains | 5423429 | COMFORT | 9448954 | none | ||
| 920 | Felize | 411826 | COMFORT, TOPS | 4437351 | CLASSIC | ||
| 857 | Clarkson | 386782 | DATE NIGHT, COMFORT, TOPS | 4412307 | CLASSIC | ||
| 872 | Days Gone By Tiered Shorts | 87454 | Apparel & Accessories > Clothing > Shorts | none | 4112979 | none | |
| 1013 | Modern Knit Mini Dress | 0 | CUTE DRESSES, DATE NIGHT, FIGURE FLATTERING | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 918 | Facts | -1497287 | COMFORT | 2528238 | none | ||
| 957 | Good Legs Crop Mini Boot | -1560330 | JEANS, COMFORT | 2465195 | CLASSIC | ||
| 1035 | Paige | -2065931 | DATE NIGHT, SUMMER COLORS, FIGURE FLATTERING, RAILS, COMFORT | 1959594 | CLASSIC | ||
| 1025 | Naya | -4025525 | COMFORT, TOPS | 0 | CLASSIC | ||
| 893 | Dolan | -5560811 | FUN SUMMER COLORS, FIGURE FLATTERING, COMFORT, TOPS | -1535286 | CLASSIC |