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Posted to solr-user@lucene.apache.org by Jodi Showers <jo...@homestars.com> on 2009/05/22 23:35:39 UTC
Document Boosts don't seem to be having an effect
Greetings - first post here - hoping someone can direct me - grasping
at straws. thank you in advance. Jodi
I'm trying to tune the sort order using a combination of document and
query time boosts. When searching for the term 'builder' with almost
identical quantities of this term, and a much larger document boost
for doc #, it seems to be the score should be much higher for doc #1.
Doc 1 boost - 21.542363409468
Doc 1 scoring - 6.7017727
Doc 1 boost - 12.6390725007673
Doc 2 scoring - 8.00193
All fields being searched on are _t fields - all are:
<dynamicField name="*_t" type="text" indexed="true" stored="false"/>
where text is defined as:
<fieldType name="text" class="solr.TextField"
positionIncrementGap="100">
<analyzer type="index">
<tokenizer class="solr.WhitespaceTokenizerFactory"/>
<filter class="solr.StopFilterFactory" ignoreCase="true"
words="stopwords.txt"/>
<filter class="solr.WordDelimiterFilterFactory"
generateWordParts="1" generateNumberParts="1" catenateWords="1"
catenateNumbers="1" catenateAll="0"/>
<filter class="solr.LowerCaseFilterFactory"/>
<filter class="solr.EnglishPorterFilterFactory"
protected="protwords.txt"/>
<filter class="solr.RemoveDuplicatesTokenFilterFactory"/>
</analyzer>
<analyzer type="query">
<tokenizer class="solr.WhitespaceTokenizerFactory"/>
<filter class="solr.SynonymFilterFactory"
synonyms="synonyms.txt" ignoreCase="true" expand="true"/>
<filter class="solr.StopFilterFactory" ignoreCase="true"
words="stopwords.txt"/>
<filter class="solr.WordDelimiterFilterFactory"
generateWordParts="1" generateNumberParts="1" catenateWords="0"
catenateNumbers="0" catenateAll="0"/>
<filter class="solr.LowerCaseFilterFactory"/>
<filter class="solr.EnglishPorterFilterFactory"
protected="protwords.txt"/>
<filter class="solr.RemoveDuplicatesTokenFilterFactory"/>
</analyzer>
</fieldType>
omitNorms isn't indicated - I've tried adding it to the Text
definition - but no change.
To illustrate I have the following documents (I may be overly verbose):
#1
<doc boost='21.5423634094682'><field name='type_t'>Company</
field><field name='pk_i'>211623</field><field name='id'>Company:
211623</field><field name='lng'>-79.3761</field><field
name='lat'>43.6496</field><field name='name_s' boost='0.0'>J. Roberts
&amp; Associates Interiors</field><field name='sort_name_t'
boost='1.0'>J. Roberts &amp; Associates Interiors</field><field
name='profile_search_s' boost='1.0'>J. ROBERTS &amp; ASSOCIATES
INTERIORS
&lt;br /&gt;-30 years construction experience
&lt;br /&gt;-Quality service, on time, on budget
&lt;br /&gt;-All sub-trades are licensed and certified - We
are fully licensed, insured and covered by WSIB.
&lt;br /&gt;-References available from our satisfied
clients.&lt;br/&gt;
&lt;br/&gt;BUILDER
&lt;br /&gt;-Custom Homes , Additions and Major Renovations
&lt;br /&gt;-Project Management and Planning - Design /
Build , Engineering , Permits
&lt;br /&gt;-Renovation Advisors for DIY homeowners
&lt;br /&gt;KITCHENS &amp; INTERIORS
&lt;br /&gt;-Design and planning
&lt;br /&gt;-Custom kitchens and interior renovations
&lt;br /&gt;-Complete painting services
&lt;br /&gt;STRUCTURAL SERVICES
&lt;br /&gt;-Engineering , permits required, Foundations and
underpinning
&lt;br /&gt;-Wall removal and beam installation&lt;br/
&gt;
&lt;br/&gt;Maintenance and Repairs Services
&lt;br /&gt;-Masonry repairs and Stone work (in house staff )
&lt;br /&gt;-Windows and doors
&lt;br /&gt;-Eave troughs and metal work&lt;br/&gt;
&lt;br/&gt;</field><field name='profile_s' boost='0.0'>J.
ROBERTS &amp; ASSOCIATES INTERIORS
-30 years construction experience
-Quality service, on time, on budget
-All sub-trades are licensed and certified - We are fully licensed,
insured and covered by WSIB.
-References available from our satisfied clients.
BUILDER
-Custom Homes , Additions and Major Renovations
-Project Management and Planning - Design / Build , Engineering ,
Permits
-Renovation Advisors for DIY homeowners
KITCHENS &amp; INTERIORS
-Design and planning
-Custom kitchens and interior renovations
-Complete painting services
STRUCTURAL SERVICES
-Engineering , permits required, Foundations and underpinning
-Wall removal and beam installation
Maintenance and Repairs Services
-Masonry repairs and Stone work (in house staff )
-Windows and doors
-Eave troughs and metal work
</field><field name='categories_info_s' boost='1.0'>Builders, Home
Builders, Home Contractors, residential builders, residential
contractors, home construction companies, design build companies,
design build contractors, residential building
contractor,Foundations, ,General Contractors, Residential General
Contractor, Building Contractor, Additions, Remodeling Contractor,
Renovation, Builder,Home Additions, General contractor, home
improvement, building addition, home expansion, house
expansion,Kitchen &amp; Bathroom - Cabinets &amp; Design,
Kitchen Cabinet And Counter, Kitchen Cabinet Hardware, Bathroom
Cabinet, Bathroom Wall Cabinet, Bathroom Sink Cabinet,Kitchen Planning
&amp; Renovation, Kitchen Planning And Design, Kitchen Cabinet
Planning, Kitchen Design, Kitchen Remodeling,Masonry &amp;
Bricklaying, Masonry Supply, Masonry Contractor, Concrete Masonry,
Stone Masonry, Brick Laying Technique, Brick Laying Pattern, building
a fireplace, constructing a firplace, stone fence, stone wall, brick
wall, masonry repair, brick repairs,Paint &amp; Wallpaper
Contractors, Paint Colors, Paint Store, Paint Brush, Paint Shop, Home
Wallpaper, Home Decorating, Wallpaper, Paint colour advice, paint
colour consultants, wallpapering,</field><field
name='reviews_info_cache_t' boost='0.0'></field><field
name='position_rf' boost='0.0'>12.1115</field><field
name='first_letter_of_name_t' boost='0.0'>J</field><field
name='country_t' boost='0.0'>CANADA</field><field name='avg_rating_f'
boost='0.0'>9.8913</field><field name='number_of_photos_ri'
boost='0.0'>66</field><field name='number_of_reviews_i'
boost='0.0'>23</field><field name='number_of_reviews_ri'
boost='0.0'>23</field><field name='listing_i' boost='0.0'>2</
field><field name='state_s' boost='0.0'>approved</field><field
name='category_name_facet'>Builders</field><field
name='category_name_facet'>Foundations</field><field
name='category_name_facet'>General Contractors</field><field
name='category_name_facet'>Home Additions</field><field
name='category_name_facet'>Kitchen & Bathroom - Cabinets &
Design</field><field name='category_name_facet'>Kitchen Planning &
Renovation</field><field name='category_name_facet'>Masonry &
Bricklaying</field><field name='category_name_facet'>Paint &
Wallpaper Contractors</field></doc>
document boost: 21.5423634094682
#2
<doc boost='12.6390725007673'><field name='type_t'>Company</
field><field name='pk_i'>202883</field><field name='id'>Company:
202883</field><field name='lng'>-79.4759</field><field
name='lat'>43.6663</field><field name='name_s' boost='0.0'>D-CAM
CONSTRUCTION INC.</field><field name='sort_name_t' boost='1.0'>D-CAM
CONSTRUCTION INC.</field><field name='profile_search_s'
boost='1.0'>&lt;p&gt;D-CAM CONSTRUCTION is a Custom Home
Builder, and Restoration Specialist that offers all aspects of
construction from foundation to interior and exterior finishing,
design, development &amp;amp; architectural planning, site
supervision, and project management, while providing great service,
quality workmanship and value. All work is completed to Ontario
Building Code requirements.&lt;/p&gt;</field><field
name='profile_s' boost='0.0'>D-CAM CONSTRUCTION is a Custom Home
Builder, and Restoration Specialist that offers all aspects of
construction from foundation to interior and exterior finishing,
design, development &amp;amp; architectural planning, site
supervision, and project management, while providing great service,
quality workmanship and value. All work is completed to Ontario
Building Code requirements.</field><field name='categories_info_s'
boost='1.0'>Builders, Home Builders, Home Contractors, residential
builders, residential contractors, home construction companies, design
build companies, design build contractors, residential building
contractor,</field><field name='reviews_info_cache_t' boost='0.0'></
field><field name='position_rf' boost='0.0'>11.2444</field><field
name='first_letter_of_name_t' boost='0.0'>D</field><field
name='country_t' boost='0.0'>CANADA</field><field name='avg_rating_f'
boost='0.0'>9.95833</field><field name='number_of_photos_ri'
boost='0.0'>8</field><field name='number_of_reviews_i' boost='0.0'>6</
field><field name='number_of_reviews_ri' boost='0.0'>6</field><field
name='listing_i' boost='0.0'>1</field><field name='state_s'
boost='0.0'>approved</field><field
name='category_name_facet'>Builders</field></doc>
document boost: 12.6390725007673
the following query returns both documents, but the Score is much
different than I would expect. Both documents feature the word
"builder" in about equal amounts, but the boost should push up #1.
http://localhost:8984/solr/select?lat=43.648565&radius=30.0&wt=ruby&rows=500&q=((sort_name_t:builders
^5+OR+profile_search_t:builders^1+OR+categories_info_t:builders^10)+AND
+state_s:"approved"++AND+country_t:"CANADA")+AND
+
type_t:Company
&fl
=
pk_i,score,geo_distance&qt=geo&version=2.2&long=-79.385329&debugQuery=on
debugQuery returns the following info about those 2 documents:
#1
'Company:211623'=>'
6.7017727 = (MATCH) sum of:
6.456047 = (MATCH) sum of:
6.456047 = (MATCH) product of:
9.684071 = (MATCH) sum of:
2.8248532 = (MATCH) weight(profile_search_t:builder in
2540575), product of:
0.15211171 = queryWeight(profile_search_t:builder), product
of:
12.380608 = idf(docFreq=28, numDocs=1825490)
0.012286288 = queryNorm
18.570911 = (MATCH) fieldWeight(profile_search_t:builder in
2540575), product of:
1.0 = tf(termFreq(profile_search_t:builder)=1)
12.380608 = idf(docFreq=28, numDocs=1825490)
1.5 = fieldNorm(field=profile_search_t, doc=2540575)
6.859217 = (MATCH) weight(categories_info_t:builder^10.0 in
2540575), product of:
0.4906972 = queryWeight(categories_info_t:builder^10.0),
product of:
10.0 = boost
3.9938607 = idf(docFreq=127266, numDocs=1825490)
0.012286288 = queryNorm
13.978513 = (MATCH) fieldWeight(categories_info_t:builder
in 2540575), product of:
2.0 = tf(termFreq(categories_info_t:builder)=4)
3.9938607 = idf(docFreq=127266, numDocs=1825490)
1.75 = fieldNorm(field=categories_info_t, doc=2540575)
0.6666667 = coord(2/3)
0.0 = (MATCH) weight(state_s:approved in 2540575), product of:
0.012335457 = queryWeight(state_s:approved), product of:
1.004002 = idf(docFreq=2530433, numDocs=1825490)
0.012286288 = queryNorm
0.0 = (MATCH) fieldWeight(state_s:approved in 2540575), product
of:
1.0 = tf(termFreq(state_s:approved)=1)
1.004002 = idf(docFreq=2530433, numDocs=1825490)
0.0 = fieldNorm(field=state_s, doc=2540575)
0.0 = (MATCH) weight(country_t:canada in 2540575), product of:
0.027072202 = queryWeight(country_t:canada), product of:
2.2034485 = idf(docFreq=762573, numDocs=1825490)
0.012286288 = queryNorm
0.0 = (MATCH) fieldWeight(country_t:canada in 2540575), product
of:
1.0 = tf(termFreq(country_t:canada)=1)
2.2034485 = idf(docFreq=762573, numDocs=1825490)
0.0 = fieldNorm(field=country_t, doc=2540575)
0.24572554 = (MATCH) weight(type_t:compani in 2540575), product of:
0.012286282 = queryWeight(type_t:compani), product of:
0.9999996 = idf(docFreq=2540581, numDocs=1825490)
0.012286288 = queryNorm
19.999992 = (MATCH) fieldWeight(type_t:compani in 2540575),
product of:
1.0 = tf(termFreq(type_t:compani)=1)
0.9999996 = idf(docFreq=2540581, numDocs=1825490)
20.0 = fieldNorm(field=type_t, doc=2540575)
#2
'Company:202883'=>'
8.00193 = (MATCH) sum of:
7.854495 = (MATCH) sum of:
7.854495 = (MATCH) product of:
11.781742 = (MATCH) sum of:
3.295662 = (MATCH) weight(profile_search_t:builder in
2540578), product of:
0.15211171 = queryWeight(profile_search_t:builder), product
of:
12.380608 = idf(docFreq=28, numDocs=1825490)
0.012286288 = queryNorm
21.666063 = (MATCH) fieldWeight(profile_search_t:builder in
2540578), product of:
1.0 = tf(termFreq(profile_search_t:builder)=1)
12.380608 = idf(docFreq=28, numDocs=1825490)
1.75 = fieldNorm(field=profile_search_t, doc=2540578)
8.48608 = (MATCH) weight(categories_info_t:builder^10.0 in
2540578), product of:
0.4906972 = queryWeight(categories_info_t:builder^10.0),
product of:
10.0 = boost
3.9938607 = idf(docFreq=127266, numDocs=1825490)
0.012286288 = queryNorm
17.293924 = (MATCH) fieldWeight(categories_info_t:builder
in 2540578), product of:
1.7320508 = tf(termFreq(categories_info_t:builder)=3)
3.9938607 = idf(docFreq=127266, numDocs=1825490)
2.5 = fieldNorm(field=categories_info_t, doc=2540578)
0.6666667 = coord(2/3)
0.0 = (MATCH) weight(state_s:approved in 2540578), product of:
0.012335457 = queryWeight(state_s:approved), product of:
1.004002 = idf(docFreq=2530433, numDocs=1825490)
0.012286288 = queryNorm
0.0 = (MATCH) fieldWeight(state_s:approved in 2540578), product
of:
1.0 = tf(termFreq(state_s:approved)=1)
1.004002 = idf(docFreq=2530433, numDocs=1825490)
0.0 = fieldNorm(field=state_s, doc=2540578)
0.0 = (MATCH) weight(country_t:canada in 2540578), product of:
0.027072202 = queryWeight(country_t:canada), product of:
2.2034485 = idf(docFreq=762573, numDocs=1825490)
0.012286288 = queryNorm
0.0 = (MATCH) fieldWeight(country_t:canada in 2540578), product
of:
1.0 = tf(termFreq(country_t:canada)=1)
2.2034485 = idf(docFreq=762573, numDocs=1825490)
0.0 = fieldNorm(field=country_t, doc=2540578)
0.14743532 = (MATCH) weight(type_t:compani in 2540578), product of:
0.012286282 = queryWeight(type_t:compani), product of:
0.9999996 = idf(docFreq=2540581, numDocs=1825490)
0.012286288 = queryNorm
11.999995 = (MATCH) fieldWeight(type_t:compani in 2540578),
product of:
1.0 = tf(termFreq(type_t:compani)=1)
0.9999996 = idf(docFreq=2540581, numDocs=1825490)
12.0 = fieldNorm(field=type_t, doc=2540578)
Re: Document Boosts don't seem to be having an effect
Posted by Chris Hostetter <ho...@fucit.org>.
: Date: Fri, 22 May 2009 17:35:39 -0400
: From: Jodi Showers
: Subject: Document Boosts don't seem to be having an effect
Jodi: I'm not sure if you ever solved this problem, but FWIW....
document boosts get folded into the fieldNorms along with the length and
any field specific boosts you may have ... those then get indexed
using special 1-byte encoding of the resulting float -- that 1-byte
encoding looses a lot of precision.
which means that you may need much bigger boosts then you expect to see a
difference in the fieldNorms for two fields that have roughly the same
length ... if one field is much shorter then the other, you might need an
even bigger boost to see a real difference.
I encourage you to look at your score explanations side by side, paying
particular attention to the differences (ignore the things that are the
same) and experiment with differnet boost values and see how much you have
to change them before you see an effect on the fieldNorm.
it's a black art, and there is no simple answer.
: Greetings - first post here - hoping someone can direct me - grasping at
: straws. thank you in advance. Jodi
:
:
: I'm trying to tune the sort order using a combination of document and query
: time boosts. When searching for the term 'builder' with almost identical
: quantities of this term, and a much larger document boost for doc #, it seems
: to be the score should be much higher for doc #1.
:
: Doc 1 boost - 21.542363409468
: Doc 1 scoring - 6.7017727
: Doc 1 boost - 12.6390725007673
: Doc 2 scoring - 8.00193
:
: All fields being searched on are _t fields - all are:
:
: <dynamicField name="*_t" type="text" indexed="true" stored="false"/>
:
: where text is defined as:
:
: <fieldType name="text" class="solr.TextField" positionIncrementGap="100">
: <analyzer type="index">
: <tokenizer class="solr.WhitespaceTokenizerFactory"/>
: <filter class="solr.StopFilterFactory" ignoreCase="true"
: words="stopwords.txt"/>
: <filter class="solr.WordDelimiterFilterFactory" generateWordParts="1"
: generateNumberParts="1" catenateWords="1" catenateNumbers="1"
: catenateAll="0"/>
: <filter class="solr.LowerCaseFilterFactory"/>
: <filter class="solr.EnglishPorterFilterFactory"
: protected="protwords.txt"/>
: <filter class="solr.RemoveDuplicatesTokenFilterFactory"/>
: </analyzer>
: <analyzer type="query">
: <tokenizer class="solr.WhitespaceTokenizerFactory"/>
: <filter class="solr.SynonymFilterFactory" synonyms="synonyms.txt"
: ignoreCase="true" expand="true"/>
: <filter class="solr.StopFilterFactory" ignoreCase="true"
: words="stopwords.txt"/>
: <filter class="solr.WordDelimiterFilterFactory" generateWordParts="1"
: generateNumberParts="1" catenateWords="0" catenateNumbers="0"
: catenateAll="0"/>
: <filter class="solr.LowerCaseFilterFactory"/>
: <filter class="solr.EnglishPorterFilterFactory"
: protected="protwords.txt"/>
: <filter class="solr.RemoveDuplicatesTokenFilterFactory"/>
: </analyzer>
: </fieldType>
:
: omitNorms isn't indicated - I've tried adding it to the Text definition - but
: no change.
:
:
: To illustrate I have the following documents (I may be overly verbose):
:
: #1
:
: <doc boost='21.5423634094682'><field name='type_t'>Company</field><field
: name='pk_i'>211623</field><field name='id'>Company:211623</field><field
: name='lng'>-79.3761</field><field name='lat'>43.6496</field><field
: name='name_s' boost='0.0'>J. Roberts &amp; Associates
: Interiors</field><field name='sort_name_t' boost='1.0'>J. Roberts &amp;
: Associates Interiors</field><field name='profile_search_s' boost='1.0'>J.
: ROBERTS &amp; ASSOCIATES INTERIORS
: &lt;br /&gt;-30 years construction experience
: &lt;br /&gt;-Quality service, on time, on budget
: &lt;br /&gt;-All sub-trades are licensed and certified - We are fully
: licensed, insured and covered by WSIB.
: &lt;br /&gt;-References available from our satisfied
: clients.&lt;br/&gt;
:
: &lt;br/&gt;BUILDER
: &lt;br /&gt;-Custom Homes , Additions and Major Renovations
: &lt;br /&gt;-Project Management and Planning - Design / Build ,
: Engineering , Permits
: &lt;br /&gt;-Renovation Advisors for DIY homeowners
: &lt;br /&gt;KITCHENS &amp; INTERIORS
: &lt;br /&gt;-Design and planning
: &lt;br /&gt;-Custom kitchens and interior renovations
: &lt;br /&gt;-Complete painting services
: &lt;br /&gt;STRUCTURAL SERVICES
: &lt;br /&gt;-Engineering , permits required, Foundations and
: underpinning
: &lt;br /&gt;-Wall removal and beam installation&lt;br/&gt;
:
: &lt;br/&gt;Maintenance and Repairs Services
: &lt;br /&gt;-Masonry repairs and Stone work (in house staff )
: &lt;br /&gt;-Windows and doors
: &lt;br /&gt;-Eave troughs and metal work&lt;br/&gt;
:
: &lt;br/&gt;</field><field name='profile_s' boost='0.0'>J. ROBERTS
: &amp; ASSOCIATES INTERIORS
: -30 years construction experience
: -Quality service, on time, on budget
: -All sub-trades are licensed and certified - We are fully licensed, insured
: and covered by WSIB.
: -References available from our satisfied clients.
:
: BUILDER
: -Custom Homes , Additions and Major Renovations
: -Project Management and Planning - Design / Build , Engineering , Permits
: -Renovation Advisors for DIY homeowners
: KITCHENS &amp; INTERIORS
: -Design and planning
: -Custom kitchens and interior renovations
: -Complete painting services
: STRUCTURAL SERVICES
: -Engineering , permits required, Foundations and underpinning
: -Wall removal and beam installation
:
: Maintenance and Repairs Services
: -Masonry repairs and Stone work (in house staff )
: -Windows and doors
: -Eave troughs and metal work
:
: </field><field name='categories_info_s' boost='1.0'>Builders, Home Builders,
: Home Contractors, residential builders, residential contractors, home
: construction companies, design build companies, design build contractors,
: residential building contractor,Foundations, ,General Contractors, Residential
: General Contractor, Building Contractor, Additions, Remodeling Contractor,
: Renovation, Builder,Home Additions, General contractor, home improvement,
: building addition, home expansion, house expansion,Kitchen &amp; Bathroom
: - Cabinets &amp; Design, Kitchen Cabinet And Counter, Kitchen Cabinet
: Hardware, Bathroom Cabinet, Bathroom Wall Cabinet, Bathroom Sink
: Cabinet,Kitchen Planning &amp; Renovation, Kitchen Planning And Design,
: Kitchen Cabinet Planning, Kitchen Design, Kitchen Remodeling,Masonry &amp;
: Bricklaying, Masonry Supply, Masonry Contractor, Concrete Masonry, Stone
: Masonry, Brick Laying Technique, Brick Laying Pattern, building a fireplace,
: constructing a firplace, stone fence, stone wall, brick wall, masonry repair,
: brick repairs,Paint &amp; Wallpaper Contractors, Paint Colors, Paint
: Store, Paint Brush, Paint Shop, Home Wallpaper, Home Decorating, Wallpaper,
: Paint colour advice, paint colour consultants, wallpapering,</field><field
: name='reviews_info_cache_t' boost='0.0'></field><field name='position_rf'
: boost='0.0'>12.1115</field><field name='first_letter_of_name_t'
: boost='0.0'>J</field><field name='country_t' boost='0.0'>CANADA</field><field
: name='avg_rating_f' boost='0.0'>9.8913</field><field
: name='number_of_photos_ri' boost='0.0'>66</field><field
: name='number_of_reviews_i' boost='0.0'>23</field><field
: name='number_of_reviews_ri' boost='0.0'>23</field><field name='listing_i'
: boost='0.0'>2</field><field name='state_s' boost='0.0'>approved</field><field
: name='category_name_facet'>Builders</field><field
: name='category_name_facet'>Foundations</field><field
: name='category_name_facet'>General Contractors</field><field
: name='category_name_facet'>Home Additions</field><field
: name='category_name_facet'>Kitchen & Bathroom - Cabinets &
: Design</field><field name='category_name_facet'>Kitchen Planning &
: Renovation</field><field name='category_name_facet'>Masonry &
: Bricklaying</field><field name='category_name_facet'>Paint & Wallpaper
: Contractors</field></doc>
:
: document boost: 21.5423634094682
:
: #2
:
: <doc boost='12.6390725007673'><field name='type_t'>Company</field><field
: name='pk_i'>202883</field><field name='id'>Company:202883</field><field
: name='lng'>-79.4759</field><field name='lat'>43.6663</field><field
: name='name_s' boost='0.0'>D-CAM CONSTRUCTION INC.</field><field
: name='sort_name_t' boost='1.0'>D-CAM CONSTRUCTION INC.</field><field
: name='profile_search_s' boost='1.0'>&lt;p&gt;D-CAM CONSTRUCTION is a
: Custom Home Builder, and Restoration Specialist that offers all aspects of
: construction from foundation to interior and exterior finishing, design,
: development &amp;amp; architectural planning, site supervision, and
: project management, while providing great service, quality workmanship and
: value. All work is completed to Ontario Building Code
: requirements.&lt;/p&gt;</field><field name='profile_s'
: boost='0.0'>D-CAM CONSTRUCTION is a Custom Home Builder, and Restoration
: Specialist that offers all aspects of construction from foundation to interior
: and exterior finishing, design, development &amp;amp; architectural
: planning, site supervision, and project management, while providing great
: service, quality workmanship and value. All work is completed to Ontario
: Building Code requirements.</field><field name='categories_info_s'
: boost='1.0'>Builders, Home Builders, Home Contractors, residential builders,
: residential contractors, home construction companies, design build companies,
: design build contractors, residential building contractor,</field><field
: name='reviews_info_cache_t' boost='0.0'></field><field name='position_rf'
: boost='0.0'>11.2444</field><field name='first_letter_of_name_t'
: boost='0.0'>D</field><field name='country_t' boost='0.0'>CANADA</field><field
: name='avg_rating_f' boost='0.0'>9.95833</field><field
: name='number_of_photos_ri' boost='0.0'>8</field><field
: name='number_of_reviews_i' boost='0.0'>6</field><field
: name='number_of_reviews_ri' boost='0.0'>6</field><field name='listing_i'
: boost='0.0'>1</field><field name='state_s' boost='0.0'>approved</field><field
: name='category_name_facet'>Builders</field></doc>
:
: document boost: 12.6390725007673
:
: the following query returns both documents, but the Score is much different
: than I would expect. Both documents feature the word "builder" in about equal
: amounts, but the boost should push up #1.
:
:
: http://localhost:8984/solr/select?lat=43.648565&radius=30.0&wt=ruby&rows=500&q=((sort_name_t:builders^5+OR+profile_search_t:builders^1+OR+categories_info_t:builders^10)+AND+state_s:"approved"++AND+country_t:"CANADA")+AND+type_t:Company&fl=pk_i,score,geo_distance&qt=geo&version=2.2&long=-79.385329&debugQuery=on
:
: debugQuery returns the following info about those 2 documents:
:
: #1
:
: 'Company:211623'=>'
: 6.7017727 = (MATCH) sum of:
: 6.456047 = (MATCH) sum of:
: 6.456047 = (MATCH) product of:
: 9.684071 = (MATCH) sum of:
: 2.8248532 = (MATCH) weight(profile_search_t:builder in 2540575),
: product of:
: 0.15211171 = queryWeight(profile_search_t:builder), product of:
: 12.380608 = idf(docFreq=28, numDocs=1825490)
: 0.012286288 = queryNorm
: 18.570911 = (MATCH) fieldWeight(profile_search_t:builder in 2540575),
: product of:
: 1.0 = tf(termFreq(profile_search_t:builder)=1)
: 12.380608 = idf(docFreq=28, numDocs=1825490)
: 1.5 = fieldNorm(field=profile_search_t, doc=2540575)
: 6.859217 = (MATCH) weight(categories_info_t:builder^10.0 in 2540575),
: product of:
: 0.4906972 = queryWeight(categories_info_t:builder^10.0), product of:
: 10.0 = boost
: 3.9938607 = idf(docFreq=127266, numDocs=1825490)
: 0.012286288 = queryNorm
: 13.978513 = (MATCH) fieldWeight(categories_info_t:builder in
: 2540575), product of:
: 2.0 = tf(termFreq(categories_info_t:builder)=4)
: 3.9938607 = idf(docFreq=127266, numDocs=1825490)
: 1.75 = fieldNorm(field=categories_info_t, doc=2540575)
: 0.6666667 = coord(2/3)
: 0.0 = (MATCH) weight(state_s:approved in 2540575), product of:
: 0.012335457 = queryWeight(state_s:approved), product of:
: 1.004002 = idf(docFreq=2530433, numDocs=1825490)
: 0.012286288 = queryNorm
: 0.0 = (MATCH) fieldWeight(state_s:approved in 2540575), product of:
: 1.0 = tf(termFreq(state_s:approved)=1)
: 1.004002 = idf(docFreq=2530433, numDocs=1825490)
: 0.0 = fieldNorm(field=state_s, doc=2540575)
: 0.0 = (MATCH) weight(country_t:canada in 2540575), product of:
: 0.027072202 = queryWeight(country_t:canada), product of:
: 2.2034485 = idf(docFreq=762573, numDocs=1825490)
: 0.012286288 = queryNorm
: 0.0 = (MATCH) fieldWeight(country_t:canada in 2540575), product of:
: 1.0 = tf(termFreq(country_t:canada)=1)
: 2.2034485 = idf(docFreq=762573, numDocs=1825490)
: 0.0 = fieldNorm(field=country_t, doc=2540575)
: 0.24572554 = (MATCH) weight(type_t:compani in 2540575), product of:
: 0.012286282 = queryWeight(type_t:compani), product of:
: 0.9999996 = idf(docFreq=2540581, numDocs=1825490)
: 0.012286288 = queryNorm
: 19.999992 = (MATCH) fieldWeight(type_t:compani in 2540575), product of:
: 1.0 = tf(termFreq(type_t:compani)=1)
: 0.9999996 = idf(docFreq=2540581, numDocs=1825490)
: 20.0 = fieldNorm(field=type_t, doc=2540575)
:
: #2
:
: 'Company:202883'=>'
: 8.00193 = (MATCH) sum of:
: 7.854495 = (MATCH) sum of:
: 7.854495 = (MATCH) product of:
: 11.781742 = (MATCH) sum of:
: 3.295662 = (MATCH) weight(profile_search_t:builder in 2540578), product
: of:
: 0.15211171 = queryWeight(profile_search_t:builder), product of:
: 12.380608 = idf(docFreq=28, numDocs=1825490)
: 0.012286288 = queryNorm
: 21.666063 = (MATCH) fieldWeight(profile_search_t:builder in 2540578),
: product of:
: 1.0 = tf(termFreq(profile_search_t:builder)=1)
: 12.380608 = idf(docFreq=28, numDocs=1825490)
: 1.75 = fieldNorm(field=profile_search_t, doc=2540578)
: 8.48608 = (MATCH) weight(categories_info_t:builder^10.0 in 2540578),
: product of:
: 0.4906972 = queryWeight(categories_info_t:builder^10.0), product of:
: 10.0 = boost
: 3.9938607 = idf(docFreq=127266, numDocs=1825490)
: 0.012286288 = queryNorm
: 17.293924 = (MATCH) fieldWeight(categories_info_t:builder in
: 2540578), product of:
: 1.7320508 = tf(termFreq(categories_info_t:builder)=3)
: 3.9938607 = idf(docFreq=127266, numDocs=1825490)
: 2.5 = fieldNorm(field=categories_info_t, doc=2540578)
: 0.6666667 = coord(2/3)
: 0.0 = (MATCH) weight(state_s:approved in 2540578), product of:
: 0.012335457 = queryWeight(state_s:approved), product of:
: 1.004002 = idf(docFreq=2530433, numDocs=1825490)
: 0.012286288 = queryNorm
: 0.0 = (MATCH) fieldWeight(state_s:approved in 2540578), product of:
: 1.0 = tf(termFreq(state_s:approved)=1)
: 1.004002 = idf(docFreq=2530433, numDocs=1825490)
: 0.0 = fieldNorm(field=state_s, doc=2540578)
: 0.0 = (MATCH) weight(country_t:canada in 2540578), product of:
: 0.027072202 = queryWeight(country_t:canada), product of:
: 2.2034485 = idf(docFreq=762573, numDocs=1825490)
: 0.012286288 = queryNorm
: 0.0 = (MATCH) fieldWeight(country_t:canada in 2540578), product of:
: 1.0 = tf(termFreq(country_t:canada)=1)
: 2.2034485 = idf(docFreq=762573, numDocs=1825490)
: 0.0 = fieldNorm(field=country_t, doc=2540578)
: 0.14743532 = (MATCH) weight(type_t:compani in 2540578), product of:
: 0.012286282 = queryWeight(type_t:compani), product of:
: 0.9999996 = idf(docFreq=2540581, numDocs=1825490)
: 0.012286288 = queryNorm
: 11.999995 = (MATCH) fieldWeight(type_t:compani in 2540578), product of:
: 1.0 = tf(termFreq(type_t:compani)=1)
: 0.9999996 = idf(docFreq=2540581, numDocs=1825490)
: 12.0 = fieldNorm(field=type_t, doc=2540578)
:
:
-Hoss