Request 
GET /business/actividades,alojamiento,comida,transporte_&_servicios/_search
{
  "explain": true,
  "query": {
    "filtered": {
      "query": {
        "match": {
          "name": "Sheraton"
        }
      }
    }
  }
}

Response

{
   "took": 106,
   "timed_out": false,
   "_shards": {
      "total": 5,
      "successful": 5,
      "failed": 0
   },
   "hits": {
      "total": 506,
      "max_score": 6.8087983,
      "hits": [
         {
            "_shard": 1,
            "_node": "6MdK3cvjRQyqaaiUkxjIZQ",
            "_index": "business",
            "_type": "alojamiento",
            "_id": "273825",
            "_score": 6.8087983,
            "_source": {
               "name": "Sheraton",
               "reviews": 2
            },
            "_explanation": {
               "value": 6.8087983,
               "description": "weight(name:sheraton in 5198) 
[PerFieldSimilarity], result of:",
               "details": [
                  {
                     "value": 6.8087983,
                     "description": "fieldWeight in 5198, product of:",
                     "details": [
                        {
                           "value": 1,
                           "description": "tf(freq=1.0), with freq of:",
                           "details": [
                              {
                                 "value": 1,
                                 "description": "termFreq=1.0"
                              }
                           ]
                        },
                        {
                           "value": 6.8087983,
                           "description": "idf(docFreq=86, maxDocs=28990)"
                        },
                        {
                           "value": 1,
                           "description": "fieldNorm(doc=5198)"
                        }
                     ]
                  }
               ]
            }
         },
         {
            "_shard": 1,
            "_node": "6MdK3cvjRQyqaaiUkxjIZQ",
            "_index": "business",
            "_type": "alojamiento",
            "_id": "252355",
            "_score": 6.8087983,
            "_source": {
               "name": "Sheraton",
               "reviews": 1
            },
            "_explanation": {
               "value": 6.8087983,
               "description": "weight(name:sheraton in 19220) 
[PerFieldSimilarity], result of:",
               "details": [
                  {
                     "value": 6.8087983,
                     "description": "fieldWeight in 19220, product of:",
                     "details": [
                        {
                           "value": 1,
                           "description": "tf(freq=1.0), with freq of:",
                           "details": [
                              {
                                 "value": 1,
                                 "description": "termFreq=1.0"
                              }
                           ]
                        },
                        {
                           "value": 6.8087983,
                           "description": "idf(docFreq=86, maxDocs=28990)"
                        },
                        {
                           "value": 1,
                           "description": "fieldNorm(doc=19220)"
                        }
                     ]
                  }
               ]
            }
         },
         {
            "_shard": 1,
            "_node": "6MdK3cvjRQyqaaiUkxjIZQ",
            "_index": "business",
            "_type": "alojamiento",
            "_id": "132774",
            "_score": 6.8087983,
            "_source": {
               "name": "Sheraton",
               "reviews": 1
            },
            "_explanation": {
               "value": 6.8087983,
               "description": "weight(name:sheraton in 21640) 
[PerFieldSimilarity], result of:",
               "details": [
                  {
                     "value": 6.8087983,
                     "description": "fieldWeight in 21640, product of:",
                     "details": [
                        {
                           "value": 1,
                           "description": "tf(freq=1.0), with freq of:",
                           "details": [
                              {
                                 "value": 1,
                                 "description": "termFreq=1.0"
                              }
                           ]
                        },
                        {
                           "value": 6.8087983,
                           "description": "idf(docFreq=86, maxDocs=28990)"
                        },
                        {
                           "value": 1,
                           "description": "fieldNorm(doc=21640)"
                        }
                     ]
                  }
               ]
            }
         },
         {
            "_shard": 1,
            "_node": "6MdK3cvjRQyqaaiUkxjIZQ",
            "_index": "business",
            "_type": "alojamiento",
            "_id": "225509",
            "_score": 6.8087983,
            "_source": {
               "name": "Sheraton",
               "reviews": 2
            },
            "_explanation": {
               "value": 6.8087983,
               "description": "weight(name:sheraton in 22144) 
[PerFieldSimilarity], result of:",
               "details": [
                  {
                     "value": 6.8087983,
                     "description": "fieldWeight in 22144, product of:",
                     "details": [
                        {
                           "value": 1,
                           "description": "tf(freq=1.0), with freq of:",
                           "details": [
                              {
                                 "value": 1,
                                 "description": "termFreq=1.0"
                              }
                           ]
                        },
                        {
                           "value": 6.8087983,
                           "description": "idf(docFreq=86, maxDocs=28990)"
                        },
                        {
                           "value": 1,
                           "description": "fieldNorm(doc=22144)"
                        }
                     ]
                  }
               ]
            }
         },
         {
            "_shard": 1,
            "_node": "6MdK3cvjRQyqaaiUkxjIZQ",
            "_index": "business",
            "_type": "alojamiento",
            "_id": "232124",
            "_score": 6.8087983,
            "_source": {
               "name": "Sheraton",
               "reviews": 1
            },
            "_explanation": {
               "value": 6.8087983,
               "description": "weight(name:sheraton in 22498) 
[PerFieldSimilarity], result of:",
               "details": [
                  {
                     "value": 6.8087983,
                     "description": "fieldWeight in 22498, product of:",
                     "details": [
                        {
                           "value": 1,
                           "description": "tf(freq=1.0), with freq of:",
                           "details": [
                              {
                                 "value": 1,
                                 "description": "termFreq=1.0"
                              }
                           ]
                        },
                        {
                           "value": 6.8087983,
                           "description": "idf(docFreq=86, maxDocs=28990)"
                        },
                        {
                           "value": 1,
                           "description": "fieldNorm(doc=22498)"
                        }
                     ]
                  }
               ]
            }
         },
         {
            "_shard": 1,
            "_node": "6MdK3cvjRQyqaaiUkxjIZQ",
            "_index": "business",
            "_type": "alojamiento",
            "_id": "219172",
            "_score": 6.8087983,
            "_source": {
               "name": "Sheraton",
               "reviews": 0
            },
            "_explanation": {
               "value": 6.8087983,
               "description": "weight(name:sheraton in 1368) 
[PerFieldSimilarity], result of:",
               "details": [
                  {
                     "value": 6.8087983,
                     "description": "fieldWeight in 1368, product of:",
                     "details": [
                        {
                           "value": 1,
                           "description": "tf(freq=1.0), with freq of:",
                           "details": [
                              {
                                 "value": 1,
                                 "description": "termFreq=1.0"
                              }
                           ]
                        },
                        {
                           "value": 6.8087983,
                           "description": "idf(docFreq=86, maxDocs=28990)"
                        },
                        {
                           "value": 1,
                           "description": "fieldNorm(doc=1368)"
                        }
                     ]
                  }
               ]
            }
         },
         {
            "_shard": 4,
            "_node": "6MdK3cvjRQyqaaiUkxjIZQ",
            "_index": "business",
            "_type": "alojamiento",
            "_id": "224180",
            "_score": 6.7636743,
            "_source": {
               "name": "Sheraton",
               "reviews": 3
            },
            "_explanation": {
               "value": 6.7636743,
               "description": "weight(name:sheraton in 744) 
[PerFieldSimilarity], result of:",
               "details": [
                  {
                     "value": 6.7636743,
                     "description": "fieldWeight in 744, product of:",
                     "details": [
                        {
                           "value": 1,
                           "description": "tf(freq=1.0), with freq of:",
                           "details": [
                              {
                                 "value": 1,
                                 "description": "termFreq=1.0"
                              }
                           ]
                        },
                        {
                           "value": 6.7636743,
                           "description": "idf(docFreq=90, maxDocs=28985)"
                        },
                        {
                           "value": 1,
                           "description": "fieldNorm(doc=744)"
                        }
                     ]
                  }
               ]
            }
         },
         {
            "_shard": 4,
            "_node": "6MdK3cvjRQyqaaiUkxjIZQ",
            "_index": "business",
            "_type": "alojamiento",
            "_id": "268979",
            "_score": 6.7636743,
            "_source": {
               "name": "Sheraton",
               "reviews": 12
            },
            "_explanation": {
               "value": 6.7636743,
               "description": "weight(name:sheraton in 15584) 
[PerFieldSimilarity], result of:",
               "details": [
                  {
                     "value": 6.7636743,
                     "description": "fieldWeight in 15584, product of:",
                     "details": [
                        {
                           "value": 1,
                           "description": "tf(freq=1.0), with freq of:",
                           "details": [
                              {
                                 "value": 1,
                                 "description": "termFreq=1.0"
                              }
                           ]
                        },
                        {
                           "value": 6.7636743,
                           "description": "idf(docFreq=90, maxDocs=28985)"
                        },
                        {
                           "value": 1,
                           "description": "fieldNorm(doc=15584)"
                        }
                     ]
                  }
               ]
            }
         },
         {
            "_shard": 4,
            "_node": "6MdK3cvjRQyqaaiUkxjIZQ",
            "_index": "business",
            "_type": "alojamiento",
            "_id": "228353",
            "_score": 6.7636743,
            "_source": {
               "name": "Sheraton",
               "reviews": 2
            },
            "_explanation": {
               "value": 6.7636743,
               "description": "weight(name:sheraton in 22863) 
[PerFieldSimilarity], result of:",
               "details": [
                  {
                     "value": 6.7636743,
                     "description": "fieldWeight in 22863, product of:",
                     "details": [
                        {
                           "value": 1,
                           "description": "tf(freq=1.0), with freq of:",
                           "details": [
                              {
                                 "value": 1,
                                 "description": "termFreq=1.0"
                              }
                           ]
                        },
                        {
                           "value": 6.7636743,
                           "description": "idf(docFreq=90, maxDocs=28985)"
                        },
                        {
                           "value": 1,
                           "description": "fieldNorm(doc=22863)"
                        }
                     ]
                  }
               ]
            }
         },
         {
            "_shard": 4,
            "_node": "6MdK3cvjRQyqaaiUkxjIZQ",
            "_index": "business",
            "_type": "alojamiento",
            "_id": "112508",
            "_score": 6.7636743,
            "_source": {
               "name": "Sheraton",
               "reviews": 9
            },
            "_explanation": {
               "value": 6.7636743,
               "description": "weight(name:sheraton in 24214) 
[PerFieldSimilarity], result of:",
               "details": [
                  {
                     "value": 6.7636743,
                     "description": "fieldWeight in 24214, product of:",
                     "details": [
                        {
                           "value": 1,
                           "description": "tf(freq=1.0), with freq of:",
                           "details": [
                              {
                                 "value": 1,
                                 "description": "termFreq=1.0"
                              }
                           ]
                        },
                        {
                           "value": 6.7636743,
                           "description": "idf(docFreq=90, maxDocs=28985)"
                        },
                        {
                           "value": 1,
                           "description": "fieldNorm(doc=24214)"
                        }
                     ]
                  }
               ]
            }
         }
      ]
   }
}


El martes, 28 de octubre de 2014 16:47:56 UTC-3, Ivan Brusic escribió:
>
> The default scoring algorithm is based on TF-IDF. 
>
>
> http://www.elasticsearch.org/guide/en/elasticsearch/guide/current/practical-scoring-function.html
>
> http://www.elasticsearch.org/guide/en/elasticsearch/guide/current/scoring-theory.html
>
> You can enable explain to see how documents are scored:
>
> http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-request-explain.html
>
> Without knowing more about your system, I suspect it is the IDF that is 
> causing the mismatch. The IDF is calculated per shard, so if when your 
> documents come from different shards, the scores can be different. Try 
> using a distributed search type (dfs_query_then_fetch) to see if the issue 
> still persists:
>
> http://www.elasticsearch.org/guide/en/elasticsearch/guide/current/_search_options.html#search-type
>
> Cheers,
>
> Ivan
>
> On Tue, Oct 28, 2014 at 3:38 PM, Manuel Sciuto <[email protected] 
> <javascript:>> wrote:
>
>> Hello
>>
>> How is score calculated? 
>>
>> GET 
>> /business/actividades,alojamiento,comida,transporte_&_servicios/_search
>> {
>>   "query": {
>>     "filtered": {
>>       "query": {
>>         "match": {
>>           "name": "Sheraton"
>>         }
>>       }
>>     }
>>   }
>> }
>>
>> Response
>>
>> {
>>    "took": 4,
>>    "timed_out": false,
>>    "_shards": {
>>       "total": 5,
>>       "successful": 5,
>>       "failed": 0
>>    },
>>    "hits": {
>>       "total": 506,
>>       "max_score": 6.8087983,
>>       "hits": [
>>          {
>>             "_index": "business",
>>             "_type": "alojamiento",
>>             "_id": "273825",
>>             "_score": 6.8087983,
>>             "_source": {
>>                "name": "Sheraton",
>>                "reviews": 2
>>             }
>>          },
>>          {
>>             "_index": "business",
>>             "_type": "alojamiento",
>>             "_id": "252355",
>>             "_score": 6.8087983,
>>             "_source": {
>>                "name": "Sheraton",
>>                "reviews": 1
>>             }
>>          },
>>          {
>>             "_index": "business",
>>             "_type": "alojamiento",
>>             "_id": "132774",
>>             "_score": 6.8087983,
>>             "_source": {
>>                "name": "Sheraton",
>>                "reviews": 1
>>             }
>>          },
>>          {
>>             "_index": "business",
>>             "_type": "alojamiento",
>>             "_id": "225509",
>>             "_score": 6.8087983,
>>             "_source": {
>>                "name": "Sheraton",
>>                "reviews": 2
>>             }
>>          },
>>          {
>>             "_index": "business",
>>             "_type": "alojamiento",
>>             "_id": "232124",
>>             "_score": 6.8087983,
>>             "_source": {
>>                "name": "Sheraton",
>>                "reviews": 1
>>             }
>>          },
>>          {
>>             "_index": "business",
>>             "_type": "alojamiento",
>>             "_id": "219172",
>>            * "_score": 6.8087983,*
>>             "_source": {
>>                "name": "Sheraton",
>>                "reviews": 0
>>             }
>>          },
>>          {
>>             "_index": "business",
>>             "_type": "alojamiento",
>>             "_id": "224180",
>>           *  "_score": 6.7636743,*
>>             "_source": {
>>                "name": "Sheraton",
>>                "reviews": 3
>>             }
>>          },
>>          {
>>             "_index": "business",
>>             "_type": "alojamiento",
>>             "_id": "268979",
>>             "_score": 6.7636743,
>>             "_source": {
>>                "name": "Sheraton",
>>                "reviews": 12
>>             }
>>          },
>>          {
>>             "_index": "business",
>>             "_type": "alojamiento",
>>             "_id": "228353",
>>             "_score": 6.7636743,
>>             "_source": {
>>                "name": "Sheraton",
>>                "reviews": 2
>>             }
>>          },
>>          {
>>             "_index": "business",
>>             "_type": "alojamiento",
>>             "_id": "112508",
>>             "_score": 6.7636743,
>>             "_source": {
>>                "name": "Sheraton",
>>                "reviews": 9
>>             }
>>          }
>>       ]
>>    }
>> }
>>
>> Because the score is different in some cases? If the name is the same
>>
>> Thanks!!
>>
>>
>>  -- 
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>>  
>> <https://groups.google.com/d/msgid/elasticsearch/bcaf4e31-f64a-4cc7-8b2f-986212216b9c%40googlegroups.com?utm_medium=email&utm_source=footer>
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>> For more options, visit https://groups.google.com/d/optout.
>>
>
>

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