Fold 3 - Understanding why coefficient 4050569 was selected
Tag: BOW TIE
Selected Coefficient: 4050569
Taxonomy Path: 2.2.17.8
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars
Products with this tag: 32
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 4050569 | 1.000000 | 2.2.17.8 | 8.17.2.2 (8*79^3 + 17*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | Yes |
| 143702 | 31.000000 | 1.2.23 | 23.2.1 (23*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Neckties | No |
These are the training products that have the "BOW TIE" tag (processing sequence 1573). 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 |
|---|---|---|---|---|---|---|---|
| 11055 | Geometric Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10811 | Grey Dapper Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10877 | Light Plaid Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10886 | Kitty Christmas Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10888 | Foxie Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10889 | Floral Beauty Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10890 | Dark Gardens Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10898 | Daisy Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10899 | Crimson Stars Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10900 | Country Style Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10909 | Constellation Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10911 | Watermelon Kisses Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10912 | Swirly Redness Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10913 | Sun Spot Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10914 | Stripey Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10923 | Hibiscus Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10930 | Springtime Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10931 | Spotty Dots Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10933 | Snowflake Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10946 | Jack O Lantern Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10948 | Pretty Flamingos Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 10988 | Blue Jeans Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | COLLARS & HARNESSES & LEADS | |
| 11011 | Candy Corn Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 11012 | Check Me Out Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 11013 | Candy Cane Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 11020 | Beach House Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 11021 | Baby Blue Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 11022 | Baby Doll Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 11036 | Wild Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 11037 | Abbott Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 11054 | Ryan Collar, Bow Tie & Lead Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none | |
| 1486 | CA Christopher Augmon Custom Congo Black/Natural Python Bow Tie; Adjustable Natural Water Snake Strap. | 143702 | Apparel & Accessories > Clothing Accessories > Neckties | none | -3906867 | none |