Tag Coefficient Debug: HEALTH

Fold 2 - Understanding why coefficient -385834 was selected

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Summary

Tag: HEALTH

Selected Coefficient: -385834

Taxonomy Path: -77.64.61

Taxonomy Name:

Products with this tag: 7

Unique residual values tried: 7

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?
-3858346.000000-77.64.61-61.64.77 (-(61*79^2 + 64*79 + 77))Yes
-502256.000000-60.3.8-8.3.60 (-(8*79^2 + 3*79 + 60))No
06.00000000 (0)No
2506.00000013.33.13 (3*79 + 13)Health & Beauty > Personal CareNo
7176.0000006.99.6 (9*79 + 6)No
1686666.0000001.2.2727.2.1 (27*79^2 + 2*79 + 1)Apparel & Accessories > Clothing Accessories > SunglassesNo
54430356.00000014.11.3.1111.3.11.14 (11*79^3 + 3*79^2 + 11*79 + 14)Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water BottlesNo

Products with this Tag

These are the training products that have the "HEALTH" tag (processing sequence 4595). 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
5088Fruit Infuse Water Bottle5443035Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottlesnone5828869none
5063Anti Blue ray Glasses168666Apparel & Accessories > Clothing Accessories > Sunglassesnone554500none
5077MOSQUITO DESTROYER LAMP717GADGET386551none
15176"Signature Scent" Snap Applicator250Health & Beauty > Personal Carenone386084none
9991The Sir Jason Winters Story: Killing Cancer by Sir Jason Winters - Book Paperback0BOOKS385834none
228St Christopher Medal Rose Quartz Necklace-50225NECKLACE335609none
9990Homemade Natural Mala Necklace-385834BEADS, MEDITATION, QUARTZ0none