Fold 0 - 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: 9
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 | 3.012658 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | Yes |
| 368470 | 3.063291 | 14.3.59 | 59.3.14 (59*79^2 + 3*79 + 14) | Home & Garden > Decor > Shadow Boxes | No |
| 1042 | 8.000000 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
| 992485 | 8.000000 | 8.2.1.2 | 2.1.2.8 (2*79^3 + 6241 + 2*79 + 8) | Electronics > Audio > Audio Accessories > Headphone & Headset Accessories | No |
| 4025525 | 8.000000 | 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 2861). 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 |
|---|---|---|---|---|---|---|---|
| 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 | |
| 6323 | BAB - Zeta Little Secret (Keepsake Box) | 368470 | Home & Garden > Decor > Shadow Boxes | none | 361346 | none | |
| 6484 | Insulated Wine Glass Tumbler - Birthday Drip | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none | |
| 6496 | Insulated Wine Glass Tumbler - 1920 | 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 | |
| 6471 | Insulated Wine Glass Tumbler - The Educator | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none | |
| 6255 | Tote 5 - Zeta Phi Beta Sorority, Incorporated | 1042 | Luggage & Bags > Tote Bags | none | -6082 | none |