Fold 4 - Understanding why coefficient 5997681 was selected
Tag: CREAM
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 8
Unique residual values tried: 5
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 | 3.000160 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 5454714 | 3.000641 | 1.1.5.11 | 11.5.1.1 (11*79^3 + 5*79^2 + 79 + 1) | No | |
| 4899185 | 6.000002 | 0.0.74.9 | 9.74.0.0 (9*79^3 + 74*79^2) | No | |
| 120270311 | 6.000002 | 0.0.74.6.3 | 3.6.74.0.0 (3*79^4 + 6*79^3 + 74*79^2) | No | |
| -4025525 | 7.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "CREAM" tag (processing sequence 1136). 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 |
|---|---|---|---|---|---|---|---|
| 6838 | Grey Hoodie | 120270311 | AUTUMN, COTTON | 114272630 | none | ||
| 10288 | Teddy Sweater with Heart Elbow Patch - Cream | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10414 | Saturday Sweater - Cream | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | SATURDAY SWEATER | |
| 10467 | Harlequin Hand Knit - Multi Colour Sleeve | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 11267 | Mary-Jane Austen | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | ATHLETIC | 0 | FLORAL | |
| 11845 | Donnie Turtleneck Sweater | 5454714 | CASUAL, AD, COTTON-BLEND | -542967 | DAVID-EDWARDS, FALL, LONG-SLEEVE | ||
| 11333 | C.r.e.a.m. | 4899185 | ORANGE, ATHLETIC | -1098496 | FLORAL | ||
| 11344 | Block Party | -4025525 | WHITE, BLUE, ATHLETIC | -10023206 | none |