Fold 0 - Understanding why coefficient 599295 was selected
Tag: BLACK MAGIC
Selected Coefficient: 599295
Taxonomy Path: 1.2.17.1
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps
Products with this tag: 8
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 599295 | 3.000160 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | Yes |
| 593054 | 3.000641 | 1.2.16.1 | 1.16.2.1 (493039 + 16*79^2 + 2*79 + 1) | No | |
| 600632 | 5.012658 | 74.18.17.1 | 1.17.18.74 (493039 + 17*79^2 + 18*79 + 74) | No | |
| 599921 | 5.025316 | 74.9.17.1 | 1.17.9.74 (493039 + 17*79^2 + 9*79 + 74) | No |
These are the training products that have the "BLACK MAGIC" tag (processing sequence 811). 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 |
|---|---|---|---|---|---|---|---|
| 8576 | Satya Rosemary Incense Sticks, Creativity and Mental Clarity | 600632 | INCENSE STICKS, BEST SELLER | 1337 | ROSEMARY | ||
| 8542 | Rain Forest Incense Sticks by Satya | 600632 | INCENSE STICKS, BEST SELLER | 1337 | none | ||
| 8567 | Satya Sweet Vanilla Incense Sticks | 599921 | INCENSE STICKS, BEST SELLER | 626 | none | ||
| 8583 | Nag Champa Palo Santo Incense Sticks by Satya | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | INCENSE STICKS, BEST SELLER | 0 | none | |
| 8543 | Nag Champa Tree Of Life Combo Pack Incense Sticks by Satya | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | INCENSE STICKS, BEST SELLER | 0 | none | |
| 8574 | Satya Nag Champa Indian Rose Incense Sticks | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | INCENSE STICKS, BEST SELLER | 0 | none | |
| 8514 | Cannabis Incense Sticks by Satya - Hand Rolled - Vegan Friendly | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | INCENSE STICKS, BEST SELLER | 0 | none | |
| 8556 | Triple Moon - Magic Candle Holder | 593054 | CANDLES, BEST SELLER | -6241 | FATHERS DAY, HALLOWEEN, MOTHERS |