Fold 4 - Understanding why coefficient -95488429 was selected
Tag: NON-MATERNITY
Selected Coefficient: -95488429
Taxonomy Path: -0.0.0.1.2
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| -95488429 | 5.000005 | -0.0.0.1.2 | -2.1.0.0.0 (-(2*83^4 + 571787)) | Yes | |
| 0 | 5.000005 | 0 | 0 (0) | No | |
| 2287148 | 5.000005 | 0.0.0.4 | 4.0.0.0 (4*83^3) | No | |
| 4574296 | 5.000005 | 0.0.0.8 | 8.0.0.0 (8*83^3) | No | |
| 658588316 | 7.000145 | 82.81.66.72.13 | 13.72.66.81.82 (13*83^4 + 72*83^3 + 66*83^2 + 81*83 + 82) | No | |
| -9238233 | 7.000145 | -1.1.13.16 | -16.13.1.1 (-(16*83^3 + 13*83^2 + 83 + 1)) | No | |
| 13219325 | 7.012048 | 81.74.9.23 | 23.9.74.81 (23*83^3 + 9*83^2 + 74*83 + 81) | No | |
| -9327874 | 7.012048 | -2.2.26.16 | -16.26.2.2 (-(16*83^3 + 26*83^2 + 2*83 + 2)) | No | |
| -4518685 | 8.000000 | -82.76.74.7 | -7.74.76.82 (-(7*83^3 + 74*83^2 + 76*83 + 82)) | No |
These are the training products that have the "NON-MATERNITY" tag (processing sequence 6857). 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 |
|---|---|---|---|---|---|---|---|
| 27947 | Lux Leather Patch Jacket | 658588316 | REG NOT PREG, CARDIGAN | 754076745 | MODEST | ||
| 27931 | Remmi Cashmere V-Neck | 13219325 | REG NOT PREG, COZY, NURSING TOP | 108707754 | none | ||
| 27935 | Kelly Duet Multi Way Top-Nursing Friendly | 4574296 | OFF THE SHOULDER, REG NOT PREG, 3/4 SLEEVE | 100062725 | none | ||
| 27768 | Quinn Washable Cashmere Hoodie | 2287148 | REG NOT PREG | 97775577 | none | ||
| 27623 | Sam Sparkle Dress | 0 | HOLIDAY DRESS, REG NOT PREG, 3/4 SLEEVE | 95488429 | none | ||
| 27905 | Twist Top | -4518685 | NURSING, REG NOT PREG | 90969744 | MODEST | ||
| 27927 | Diamont V- Neck Top | -9238233 | TEE, REG NOT PREG | 86250196 | none | ||
| 27924 | T-Neck Textured | -9327874 | TEE, TURTLENECK, REG NOT PREG | 86160555 | none | ||
| 27899 | Rowan Denim Jacket | -95488429 | REG NOT PREG, JACKETS | 0 | none |