Fold 2 - Understanding why coefficient 561 was selected
Tag: MISC
Selected Coefficient: 561
Taxonomy Path: 8.7
Taxonomy Name: Electronics > Electronics Accessories
Products with this tag: 10
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 2022645 | 8.000160 | 8.7.8.4 | 4.8.7.8 (4*79^3 + 8*79^2 + 7*79 + 8) | Electronics > Electronics Accessories > Computer Accessories > Handheld Device Accessories | No |
| 199712 | 8.000160 | 0.0.32 | 32.0.0 (32*79^2) | No | |
| 561 | 8.000160 | 8.7 | 7.8 (7*79 + 8) | Electronics > Electronics Accessories | Yes |
| 0 | 8.000160 | 0 | 0 (0) | No | |
| 399675 | 8.012658 | 14.3.64 | 64.3.14 (64*79^2 + 3*79 + 14) | Home & Garden > Decor > Throw Pillows | No |
| 5443035 | 8.012658 | 14.11.3.11 | 11.3.11.14 (11*79^3 + 3*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | No |
| 197278734 | 9.000000 | 13.9.10.5.5 | 5.5.10.9.13 (5*79^4 + 5*79^3 + 10*79^2 + 9*79 + 13) | No | |
| 11 | 9.000000 | 11 | 11 (11) | Gift Cards | No |
| 6652 | 9.000000 | 16.5.1 | 1.5.16 (6241 + 5*79 + 16) | No | |
| 199871 | 9.000000 | 1.2.32 | 32.2.1 (32*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Fashion Face Masks | No |
These are the training products that have the "MISC" tag (processing sequence 4460). 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 |
|---|---|---|---|---|---|---|---|
| 18249 | Trekkie Sketch Mug with Colored Interior | 197278734 | UNDER $15 | 197278173 | none | ||
| 18240 | Trekkie Sketch Stainless Steel Water Bottle | 5443035 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | none | 5442474 | none | |
| 18233 | Trekkie Sketch iPhone Case | 2022645 | Electronics > Electronics Accessories > Computer Accessories > Handheld Device Accessories | none | 2022084 | none | |
| 18258 | Peace Love LLAP Throw Pillow | 399675 | Home & Garden > Decor > Throw Pillows | none | 399114 | none | |
| 18248 | Sketch Style Mask | 199871 | Apparel & Accessories > Clothing Accessories > Fashion Face Masks | none | 199310 | none | |
| 18271 | LLAP Face Masks | 199712 | UNDER $15 | 199151 | none | ||
| 18241 | Remembering Leonard Nimoy - Blu-ray Edition | 6652 | UNDER $15 | 6091 | none | ||
| 18232 | Trekkie Sketch Samsung Case | 561 | Electronics > Electronics Accessories | none | 0 | none | |
| 18276 | Shop LLAP Gift Card | 11 | Gift Cards | none | -550 | none | |
| 18277 | Live Long and Prosper Metal Keychain | 0 | UNDER $15 | -561 | none |