Fold 3 - Understanding why coefficient 7124 was selected
Tag: CREATIVE
Selected Coefficient: 7124
Taxonomy Path: 14.11.1
Taxonomy Name: Home & Garden > Kitchen & Dining > Barware
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 7124 | 3.000320 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | Yes |
| 197278893 | 3.000801 | 14.11.10.5.5 | 5.5.10.11.14 (5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | No |
| 4 | 9.000000 | 4 | 4 (4) | Baby & Toddler | No |
| 992485 | 9.000000 | 8.2.1.2 | 2.1.2.8 (2*79^3 + 6241 + 2*79 + 8) | Electronics > Audio > Audio Accessories > Headphone & Headset Accessories | No |
| 4025525 | 9.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "CREATIVE" tag (processing sequence 3019). 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 |
|---|---|---|---|---|---|---|---|
| 6335 | BAB - "Besties" Coffee/Tea Mug | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 197271769 | SORORITY | |
| 6343 | BAB - Zeta Phi Beta Sorority, Inc (Dove) Coffee/Tea Mug | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 197271769 | BRIDAL PARTY, SORORITY | |
| 6276 | BAB - Short Sleeve “Finer Runs in the Family” V-Neck T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 4018401 | SORORITY | |
| 16602 | Creative SXFI Gamer USB-C Gaming Headset with Pro-Grade ANC CommanderMic, Super X-Fi Battle Mode Optimized for Action RPG and FPS on PC, PS4 and Nintendo Switch [New] | 992485 | Electronics > Audio > Audio Accessories > Headphone & Headset Accessories | none | 985361 | none | |
| 6484 | Insulated Wine Glass Tumbler - Birthday Drip | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none | |
| 6459 | Insulated Wine Glass Tumbler - Zeta Doctor | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none | |
| 6412 | Insulated Wine Glass Tumbler - Stay out of my quarantine “Bubble” | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none | |
| 6470 | Insulated Wine Glass Tumbler - The Educator | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none | |
| 6471 | Insulated Wine Glass Tumbler - The Educator | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none | |
| 6243 | BAB - Baby Zeta Tee “Finer is in My Future” | 4 | Baby & Toddler | none | -7120 | SORORITY |