Fold 4 - Understanding why coefficient 25044 was selected
Tag: DRESS
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 27
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? |
|---|---|---|---|---|---|
| 25044 | 17.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 2995840 | 17.000000 | 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 |
| -1054729 | 20.000320 | -0.0.11.2 | -2.11.0.0 (-(2*79^3 + 11*79^2)) | No | |
| -4406146 | 20.000961 | -0.0.74.8 | -8.74.0.0 (-(8*79^3 + 74*79^2)) | No | |
| 12482 | 20.000961 | 0.0.2 | 2.0.0 (2*79^2) | No |
These are the training products that have the "DRESS" tag (processing sequence 158). 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 |
|---|---|---|---|---|---|---|---|
| 11082 | Frills & Plaid Big Dog Dresses | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | 2970796 | AUTUMN / WINTER, SPRING / SUMMER | |
| 11081 | Plaid & Ruffles Big Dog Dress | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | 2970796 | AUTUMN / WINTER, SPRING / SUMMER | |
| 11073 | I'm A Star Big Dog Dress | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | 2970796 | AUTUMN / WINTER, SPRING / SUMMER | |
| 10808 | Fruity Summer Dog Dresses | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | 2970796 | SPRING / SUMMER | |
| 10622 | Pearls, Bows & Stripes Dog Dress | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | 2970796 | SPRING / SUMMER | |
| 10630 | Springtime & Summer Dog Dresses | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | 2970796 | SPRING / SUMMER | |
| 10632 | Gone Country Dog Dresses | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | 2970796 | AUTUMN / WINTER, SPRING / SUMMER | |
| 10635 | Keep it Country Dog Dresses | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | 2970796 | SPRING / SUMMER | |
| 10636 | Frilly on the Farm Dog Dresses | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | 2970796 | AUTUMN / WINTER, SPRING / SUMMER | |
| 10540 | Daisies & Sunshine Dog Dress | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | 2970796 | AUTUMN / WINTER, SPRING / SUMMER | |
| 10656 | Cass Dress in Houndstooth Silk | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 403 | Velvet Off The Shoulder Puff Sleeve Party Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 426 | Tropical Print Tube Bodycon Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6210 | Roma Mini Dress - Violet | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FAITHFULL THE BRAND | |
| 6608 | Racerback Tank Dress | Purple | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6618 | Racerback Tank Dress | Blue | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6651 | Basic Round Neck Pocket Dress | Rose | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 10145 | I CONTAIN MULTITUDES DRESS IN LILAC WINE | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 315 | Flutter Sleeve Belted Surplice Midi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 10657 | Cass Dress in Black | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 14431 | Euphoria | 12482 | SHORTS | -12562 | none | ||
| 10600 | A Day at the Park Daisy & Sunshine Dog Dress Set | -1054729 | LEAD | -1079773 | AUTUMN / WINTER, SPRING / SUMMER | ||
| 10599 | A Day at the Park Butterfly & Dots Dog Dress Set | -1054729 | LEAD | -1079773 | AUTUMN / WINTER, SPRING / SUMMER | ||
| 10582 | Country Princess Dog Dress w/ Matching Lead | -1054729 | LEAD | -1079773 | AUTUMN / WINTER, SPRING / SUMMER | ||
| 10580 | A Day at the Park Turtle Love Dog Dress Set | -1054729 | LEAD | -1079773 | AUTUMN / WINTER, SPRING / SUMMER | ||
| 10541 | A Day at the Park Cupcake Dog Dress Set | -1054729 | LEAD | -1079773 | AUTUMN / WINTER, SPRING / SUMMER | ||
| 11359 | California Republic | -4406146 | CASUAL | -4431190 | none |