Fold 0 - Understanding why coefficient -50388 was selected
Tag: METAL
Selected Coefficient: -50388
Taxonomy Path: -65.5.8
Taxonomy Name:
Products with this tag: 23
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? |
|---|---|---|---|---|---|
| -50388 | 11.012658 | -65.5.8 | -8.5.65 (-(8*79^2 + 5*79 + 65)) | Yes | |
| 7124 | 11.139241 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
| 168666 | 15.000000 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
| 119776 | 21.000000 | 12.15.19 | 19.15.12 (19*79^2 + 15*79 + 12) | Hardware > Tools > Grips | No |
| 137078 | 22.000000 | 13.76.21 | 21.76.13 (21*79^2 + 76*79 + 13) | No |
These are the training products that have the "METAL" tag (processing sequence 96). 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 |
|---|---|---|---|---|---|---|---|
| 9184 | Place de la Madeleine | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 219054 | ROUND, CHAMPAGNE | |
| 9168 | Place Blanche | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 219054 | CHAMPAGNE | |
| 9211 | Léna | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 219054 | ROUND, CHAMPAGNE | |
| 9210 | Place Dauphine | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 219054 | ROUND, CHAMPAGNE | |
| 9190 | Cométe | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 219054 | CAT-EYE, CHAMPAGNE | |
| 9188 | Place de la Concorde | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 219054 | none | |
| 9187 | Place Coluche | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 219054 | ROUND, CHAMPAGNE | |
| 9186 | Auber | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 219054 | ROUND, CHAMPAGNE | |
| 2375 | Gold Leopard Figurine Metal Table Top Piece | 137078 | GOLD | 187466 | none | ||
| 12845 | IMT 5" 2 PACK Vacuum Suction Cup | 119776 | Hardware > Tools > Grips | none | 170164 | GLASS | |
| 12841 | IMT 4.5" T-Handle Vacuum Suction Cup | 119776 | Hardware > Tools > Grips | none | 170164 | GLASS | |
| 4294 | Distressed Brushed Metal Bottle Opener w/ Leather Cord | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 57512 | none | |
| 4491 | PARIS | -50388 | GOLD | 0 | none | ||
| 4338 | JANNAT | -50388 | GOLD | 0 | none | ||
| 4289 | HIGHNESS | -50388 | GOLD | 0 | none | ||
| 4284 | HARMONY | -50388 | GOLD | 0 | none | ||
| 4128 | GATSBY | -50388 | GOLD | 0 | none | ||
| 4062 | DAISY- Silver | -50388 | GOLD | 0 | none | ||
| 4057 | DAISY- Gold | -50388 | GOLD | 0 | none | ||
| 4004 | MORNI | -50388 | GOLD | 0 | none | ||
| 3985 | CELINA | -50388 | GOLD | 0 | none | ||
| 4426 | NAILAH | -50388 | GOLD | 0 | none | ||
| 4379 | LORELAI | -50388 | GOLD | 0 | none |