BM42 The GAUTHIER BM42 is a New Product. It details components of the BM25 formula, including IDF and term importance within a document.
Mfr Part #:

BM42

Available from 1 distributors
Mfr Name: Gauthier
Gauthier
The GAUTHIER BM42 is a New Product. It details components of the BM25 formula, including IDF and term importance within a document.
✓ Total Stock: 2,000 pcs
$ Price Range: $6.79

BM42 Available from 1 distributor

✓ Authorised
✓ Non-Authorised
Distributor Stock Pricing MOQ PKG Lead Time Date Code On Order Quantity On Order Delivery
Non-Authorised Inventory information
2,000 pcs
2000 pcs On Request 1 On Request On Request On Request On Request On Request

BM42 Specifications Quick View

Most important parameters for selection – full specs in datasheet.
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BM42 Description

Short technical summary and product information.

The GAUTHIER BM42 is categorized under New Products. This part provides details on the components of the BM25 formula, which has been a standard for search engines for the past 40 years. It breaks down the formula into its core elements: Inverse Document Frequency (IDF) and term importance within a document. The IDF is calculated as the total number of documents divided by the number of documents containing a specific term. The term importance within a document is further defined by a formula involving term frequency, hyperparameters k1 and b, document length, and average document length.

 

Key hyperparameters for the BM25 formula are specified, with k1 typically set to 1.5 and b set to 0.75 in most implementations. This information is presented as part of the BM42's technical specifications, offering insight into the mechanics of lexical search algorithms.

BM42 Quick Information

Product Type: New Products
Canonical Name: BM42

BM42 Compliance

RoHS Status: RoHS Compliant
Moisture Sensitivity Level (MSL): 1 Unlimited
REACH Status: REACH Unaffected

BM42 Estimated Pricing

Qty Low High
1+ $6.79 $6.79

Estimated market price range - modelled values for guidance only, not live distributor offers.

BM42 Features

  • Based on BM25 search algorithm principles.
  • Hyperparameters k1 set to 1.5 and b to 0.75.
  • Designed for hybrid search and information retrieval.
  • Part of Gauthier's new product lineup.
  • Category classified under Uncategorized new products.

BM42 Applications

  • Suitable for search engine ranking algorithms.
  • Applicable in information retrieval systems.
  • Used in hybrid search and ranking solutions.
  • Ideal for document relevance scoring.
  • Supports text-based search optimization.

BM42 FAQs

7 frequently asked questions generated from this part’s specifications.
What are the components of the BM25 formula?

The BM25 formula includes IDF(qi) multiplied by a term importance factor: (f(qi, D) * (k1 + 1)) / (f(qi, D) + k1 * (1 - b + b * (|D| / avgdl))).

How is the Inverse Document Frequency (IDF) calculated?

IDF is calculated as the total number of documents divided by the number of documents containing the specific term qi.

What is the formula for term importance within a document?

Term importance in a document is calculated as (f(qi, D) * (k1 + 1)) / (f(qi, D) + k1 * (1 - b + b * (|D| / avgdl))).

What are the typical values for BM25 hyperparameters k1 and b?

In most implementations, k1 is set to 1.5 and b is set to 0.75.

What is the RoHS status of the GAUTHIER BM42?

The RoHS status is RoHS3 Compliant.

What is the Moisture Sensitivity Level (MSL) for this part?

The Moisture Sensitivity Level (MSL) is 1 Unlimited.

Does the GAUTHIER BM42 comply with REACH regulations?

The REACH status is REACH Unaffected.

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