Fold 4 - Understanding why coefficient -5997681 was selected
Tag: COMFORT
Selected Coefficient: -5997681
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -5997681 | 4.000481 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -5448473 | 4.000483 | -1.1.4.11 | -11.4.1.1 (-(11*79^3 + 4*79^2 + 79 + 1)) | No | |
| -25044 | 4.000483 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| -5929030 | 4.000641 | -1.1.2.12 | -12.2.1.1 (-(12*79^3 + 2*79^2 + 79 + 1)) | No | |
| 43687 | 7.000160 | 0.0.7 | 7.0.0 (7*79^2) | No | |
| 0 | 7.000160 | 0 | 0 (0) | No | |
| -553253051 | 7.012658 | -14.11.10.16.14 | -14.16.10.11.14 (-(14*79^4 + 16*79^3 + 10*79^2 + 11*79 + 14)) | No | |
| -470466265 | 7.012658 | -14.12.17.6.12 | -12.6.17.12.14 (-(12*79^4 + 6*79^3 + 17*79^2 + 12*79 + 14)) | No |
These are the training products that have the "COMFORT" tag (processing sequence 1082). 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 |
|---|---|---|---|---|---|---|---|
| 918 | Facts | 43687 | SUEDE | 6041368 | Apparel & Accessories > Clothing > Swimwear > Rash Guards | EASY | |
| 824 | Astoria | 0 | CASUAL, CLASSIC, ATTIRE | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | EASY, FLATTERING, LONG SLEEVE, SOFT SWEATERS | |
| 1023 | Moss Stripe Crew | -25044 | CASUAL, CLASSIC, ATTIRE, BEST DRESS | 5972637 | EASY | ||
| 893 | Dolan | -5448473 | CASUAL, CLASSIC, ATTIRE, BEST DRESS | 549208 | EASY | ||
| 1035 | Paige | -5929030 | CASUAL, CLASSIC, ATTIRE, BEST DRESS | 68651 | RAILS | ||
| 14096 | Beads of Saint Ann, Blue Gemstone Chaplet Rosary | -5997681 | BLUE, 51 | 0 | none | ||
| 933 | Georgette Ruffle | -5997681 | CASUAL, CLASSIC, ATTIRE, BEST DRESS | 0 | none | ||
| 901 | Dreamy | -470466265 | CLASSIC, ACCESSORIES | -464468584 | none | ||
| 1025 | Naya | -553253051 | CASUAL, CLASSIC | -547255370 | EASY, FLATTERING, LONG SLEEVE |