Fold 1 - Understanding why coefficient 5997681 was selected
Tag: SWEATER
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 11
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 | 5.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 0 | 7.012818 | 0 | 0 (0) | No | |
| -111901130 | 7.012979 | -0.0.76.68.2 | -2.68.76.0.0 (-(2*79^4 + 68*79^3 + 76*79^2)) | No | |
| 5947120 | 7.037975 | 0.72.4.12 | 12.4.72.0 (12*79^3 + 4*79^2 + 72*79) | No | |
| 15983441 | 10.000000 | 3.3.33.32 | 32.33.3.3 (32*79^3 + 33*79^2 + 3*79 + 3) | No |
These are the training products that have the "SWEATER" tag (processing sequence 2848). 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 |
|---|---|---|---|---|---|---|---|
| 1021 | Moss Stripe Cardi | 15983441 | COLORFUL, RETRO | 9985760 | none | ||
| 6086 | COOGI: STARBUST CREWNECK SWEATER | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10529 | Alice Sweater - Black | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10405 | Savannah Sweater - Black | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10406 | Savannah Sweater - Navy | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10468 | Happy Sweater - Navy | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 354 | Twist Back Sweater | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10511 | Basic Blouson Sweater - Grey | 5947120 | GREY | -50561 | none | ||
| 10404 | Scallop Collar Sweater - Beige | 0 | BEIGE | -5997681 | none | ||
| 10480 | Chain Stitch Sweater - Navy | 0 | BLUE | -5997681 | none | ||
| 10528 | Alice Sweater - Camel | -111901130 | CAMEL | -117898811 | none |