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From "Yonik Seeley" <ysee...@gmail.com>
Subject Re: Help interpreting explanation
Date Thu, 02 Mar 2006 18:27:49 GMT
I think Lucene in Action does a good job of it.
There is also a formula given in the javadoc for DefaultSimilarity
http://lucene.apache.org/java/docs/api/org/apache/lucene/search/Similarity.html

See my comments below (inline)

On 3/2/06, Eugene <echothis@gmail.com> wrote:
> Hi All,
>
> I'm not sure how to interpret the result of the toString method of
> Explanation.  I'm trying to see the values of each component of the
> Default Similarity formula for a particular query and a doc.  Given
> below is a sample of my Explanation output. Many thanks if anyone could
> help explain some of the values or direct me to a place that does so.
>
> Explanation = 0.683103 = product of:
>    1.7077575 = sum of:
>      0.184242 = weight(Contents:x in 78), product of:
>        0.13565542 = queryWeight(Contents:x), product of:
the queryWeight is query-specific... it will have the same value
for all documents matching the query.
>          2.509232 = idf(docFreq=85)
inverse document frequency... term "x" appears in 85 documents.
>          0.054062527 = queryNorm
queryNorm is a normalization factor... 1/sqrt(sum of all query weights squared)

If you had a boost, it would also be multiplied into the queryWeight
at this point.
>        1.3581617 = fieldWeight(Contents:x in 78), product of:
fieldWeight components are document specific.
>          1.7320508 = tf(termFreq(Contents:x)=3)
"x" appears 3 times in the field for this document
>          2.509232 = idf(docFreq=85)
same as the previous idf factor - 85 documents contain "x"
>          0.3125 = fieldNorm(field=Contents, doc=78)
the norm is calculated at index time... it's the length normalization
factor (1/sqrt(num tokens in this field)) multipled by any on the
field or document.

>      0.184242 = weight(Contents:x in 78), product of:
>        0.13565542 = queryWeight(Contents:x), product of:
>          2.509232 = idf(docFreq=85)
>          0.054062527 = queryNorm
>        1.3581617 = fieldWeight(Contents:x in 78), product of:
>          1.7320508 = tf(termFreq(Contents:x)=3)
>          2.509232 = idf(docFreq=85)
>          0.3125 = fieldNorm(field=Contents, doc=78)
>      0.26218253 = weight(Contents:y in 78), product of:
>        0.16182467 = queryWeight(Contents:y), product of:
>          2.9932873 = idf(docFreq=52)
>          0.054062527 = queryNorm
>        1.6201642 = fieldWeight(Contents:y in 78), product of:
>          1.7320508 = tf(termFreq(Contents:y)=3)
>          2.9932873 = idf(docFreq=52)
>          0.3125 = fieldNorm(field=Contents, doc=78)


-Yonik

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