Tag Coefficient Debug: DANGLES

Fold 1 - Understanding why coefficient -50403 was selected

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Summary

Tag: DANGLES

Selected Coefficient: -50403

Taxonomy Path: -1.6.8

Taxonomy Name:

Products with this tag: 5

Unique residual values tried: 5

Candidate Coefficients Tried

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?
-504034.000000-1.6.8-8.6.1 (-(8*79^2 + 6*79 + 1))Yes
04.00000000 (0)No
4492894.00000016.78.7171.78.16 (71*79^2 + 78*79 + 16)No
59850384.00000077.77.10.1212.10.77.77 (12*79^3 + 10*79^2 + 77*79 + 77)No
59976814.0000001.1.13.1212.13.1.1 (12*79^3 + 13*79^2 + 79 + 1)Apparel & Accessories > Clothing > Clothing Tops > SweatersNo

Products with this Tag

These are the training products that have the "DANGLES" tag (processing sequence 3350). 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
4162Item001: Communication Board Earrings - Nortel, Dangles, Round, Green, Gold5997681Apparel & Accessories > Clothing > Clothing Tops > SweatersEARRINGS, GOLD, GIFT, ROUND, ECB6048084none
4235Item022: Memory Board Earrings - SDRAM, RAM, Dangles, Round, Green, Gold5985038EARRINGS, GOLD, GIFT, ROUND, MEMORY, ECB6035441none
3891Item004: Computer Chip Earrings - Logic Chip, Dangles, Round, Blue, Silver, TRW449289EARRINGS, BLUE, ROUND, MEMORY, LOGIC CHIP499692none
4167Item015 - Computer Board Earrings - Graphics, Dangles, Round, Blue, Gold0EARRINGS, GOLD, BLUE, GIFT, ROUND, ECB50403Apparel & Accessories > Jewelry > Necklacesnone
4166Item016: Computer Chip Earrings - Logic Chip, Dangles, Long Rectangle, Red, Gold-50403EARRINGS, GOLD0none