Fold 2 - Understanding why coefficient -1054729 was selected
Tag: DRESS
Selected Coefficient: -1054729
Taxonomy Path: -0.0.11.2
Taxonomy Name:
Products with this tag: 23
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? |
|---|---|---|---|---|---|
| -1054729 | 16.000481 | -0.0.11.2 | -2.11.0.0 (-(2*79^3 + 11*79^2)) | Yes | |
| -4406146 | 16.000961 | -0.0.74.8 | -8.74.0.0 (-(8*79^3 + 74*79^2)) | No | |
| 12482 | 16.000961 | 0.0.2 | 2.0.0 (2*79^2) | No | |
| -1036006 | 16.000961 | -0.0.8.2 | -2.8.0.0 (-(2*79^3 + 8*79^2)) | No | |
| 25044 | 17.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 2995840 | 18.000000 | 2.2.6.6 | 6.6.2.2 (6*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | No |
| 9935992 | 19.000000 | 4.4.12.20 | 20.12.4.4 (20*79^3 + 12*79^2 + 4*79 + 4) | No | |
| -168827 | 22.000000 | -4.4.27 | -27.4.4 (-(27*79^2 + 4*79 + 4)) | No |
These are the training products that have the "DRESS" tag (processing sequence 3282). 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 |
|---|---|---|---|---|---|---|---|
| 10808 | Fruity Summer Dog Dresses | 9935992 | SPRING / SUMMER | 10990721 | none | ||
| 10630 | Springtime & Summer Dog Dresses | 9935992 | SPRING / SUMMER | 10990721 | none | ||
| 10623 | Floral Summer Dog Dress | 9935992 | SPRING / SUMMER | 10990721 | none | ||
| 10622 | Pearls, Bows & Stripes Dog Dress | 9935992 | SPRING / SUMMER | 10990721 | none | ||
| 10540 | Daisies & Sunshine Dog Dress | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | AUTUMN / WINTER, SPRING / SUMMER | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none |
| 10782 | Lollypop Dog Dress | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | AUTUMN / WINTER, SPRING / SUMMER | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none |
| 11349 | Cherry Ribbon Dog Dress | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | AUTUMN / WINTER, SPRING / SUMMER | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none |
| 11262 | Frilly Country Dog Dress | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none |
| 10783 | Polo Casual Dog Dress | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | AUTUMN / WINTER, SPRING / SUMMER | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none |
| 403 | Velvet Off The Shoulder Puff Sleeve Party Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 1079773 | none | |
| 6618 | Racerback Tank Dress | Blue | 25044 | Apparel & Accessories > Clothing > Dresses | none | 1079773 | none | |
| 6651 | Basic Round Neck Pocket Dress | Rose | 25044 | Apparel & Accessories > Clothing > Dresses | none | 1079773 | none | |
| 10145 | I CONTAIN MULTITUDES DRESS IN LILAC WINE | 25044 | Apparel & Accessories > Clothing > Dresses | none | 1079773 | none | |
| 426 | Tropical Print Tube Bodycon Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 1079773 | none | |
| 6608 | Racerback Tank Dress | Purple | 25044 | Apparel & Accessories > Clothing > Dresses | none | 1079773 | none | |
| 14431 | Euphoria | 12482 | SHORTS | 1067211 | none | ||
| 10656 | Cass Dress in Houndstooth Silk | -168827 | FINAL SALE, PRINTS, SILK | 885902 | none | ||
| 6210 | Roma Mini Dress - Violet | -1036006 | FAITHFULL THE BRAND | 18723 | none | ||
| 10599 | A Day at the Park Butterfly & Dots Dog Dress Set | -1054729 | LEAD, AUTUMN / WINTER, SPRING / SUMMER | 0 | none | ||
| 10541 | A Day at the Park Cupcake Dog Dress Set | -1054729 | LEAD, AUTUMN / WINTER, SPRING / SUMMER | 0 | none | ||
| 10582 | Country Princess Dog Dress w/ Matching Lead | -1054729 | LEAD, AUTUMN / WINTER, SPRING / SUMMER | 0 | none | ||
| 10600 | A Day at the Park Daisy & Sunshine Dog Dress Set | -1054729 | LEAD, AUTUMN / WINTER, SPRING / SUMMER | 0 | none | ||
| 11359 | California Republic | -4406146 | CASUAL | -3351417 | none |