Created
April 14, 2021 05:30
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parsable csv version of the LTR features at https://www.microsoft.com/en-us/research/project/mslr/
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feature-id,feature-description,stream,comments | |
1,covered query term number,body, | |
2,covered query term number,anchor, | |
3,covered query term number,title, | |
4,covered query term number,url, | |
5,covered query term number,whole document, | |
6,covered query term ratio,body, | |
7,covered query term ratio,anchor, | |
8,covered query term ratio,title, | |
9,covered query term ratio,url, | |
10,covered query term ratio,whole document, | |
11,stream length,body, | |
12,stream length,anchor, | |
13,stream length,title, | |
14,stream length,url, | |
15,stream length,whole document, | |
16,IDF(Inverse document frequency),body, | |
17,IDF(Inverse document frequency),anchor, | |
18,IDF(Inverse document frequency),title, | |
19,IDF(Inverse document frequency),url, | |
20,IDF(Inverse document frequency),whole document, | |
21,sum of term frequency,body, | |
22,sum of term frequency,anchor, | |
23,sum of term frequency,title, | |
24,sum of term frequency,url, | |
25,sum of term frequency,whole document, | |
26,min of term frequency,body, | |
27,min of term frequency,anchor, | |
28,min of term frequency,title, | |
29,min of term frequency,url, | |
30,min of term frequency,whole document, | |
31,max of term frequency,body, | |
32,max of term frequency,anchor, | |
33,max of term frequency,title, | |
34,max of term frequency,url, | |
35,max of term frequency,whole document, | |
36,mean of term frequency,body, | |
37,mean of term frequency,anchor, | |
38,mean of term frequency,title, | |
39,mean of term frequency,url, | |
40,mean of term frequency,whole document, | |
41,variance of term frequency,body, | |
42,variance of term frequency,anchor, | |
43,variance of term frequency,title, | |
44,variance of term frequency,url, | |
45,variance of term frequency,whole document, | |
46,sum of stream length normalized term frequency,body, | |
47,sum of stream length normalized term frequency,anchor, | |
48,sum of stream length normalized term frequency,title, | |
49,sum of stream length normalized term frequency,url, | |
50,sum of stream length normalized term frequency,whole document, | |
51,min of stream length normalized term frequency,body, | |
52,min of stream length normalized term frequency,anchor, | |
53,min of stream length normalized term frequency,title, | |
54,min of stream length normalized term frequency,url, | |
55,min of stream length normalized term frequency,whole document, | |
56,max of stream length normalized term frequency,body, | |
57,max of stream length normalized term frequency,anchor, | |
58,max of stream length normalized term frequency,title, | |
59,max of stream length normalized term frequency,url, | |
60,max of stream length normalized term frequency,whole document, | |
61,mean of stream length normalized term frequency,body, | |
62,mean of stream length normalized term frequency,anchor, | |
63,mean of stream length normalized term frequency,title, | |
64,mean of stream length normalized term frequency,url, | |
65,mean of stream length normalized term frequency,whole document, | |
66,variance of stream length normalized term frequency,body, | |
67,variance of stream length normalized term frequency,anchor, | |
68,variance of stream length normalized term frequency,title, | |
69,variance of stream length normalized term frequency,url, | |
70,variance of stream length normalized term frequency,whole document, | |
71,sum of tf*idf,body, | |
72,sum of tf*idf,anchor, | |
73,sum of tf*idf,title, | |
74,sum of tf*idf,url, | |
75,sum of tf*idf,whole document, | |
76,min of tf*idf,body, | |
77,min of tf*idf,anchor, | |
78,min of tf*idf,title, | |
79,min of tf*idf,url, | |
80,min of tf*idf,whole document, | |
81,max of tf*idf,body, | |
82,max of tf*idf,anchor, | |
83,max of tf*idf,title, | |
84,max of tf*idf,url, | |
85,max of tf*idf,whole document, | |
86,mean of tf*idf,body, | |
87,mean of tf*idf,anchor, | |
88,mean of tf*idf,title, | |
89,mean of tf*idf,url, | |
90,mean of tf*idf,whole document, | |
91,variance of tf*idf,body, | |
92,variance of tf*idf,anchor, | |
93,variance of tf*idf,title, | |
94,variance of tf*idf,url, | |
95,variance of tf*idf,whole document, | |
96,boolean model,body, | |
97,boolean model,anchor, | |
98,boolean model,title, | |
99,boolean model,url, | |
100,boolean model,whole document, | |
101,vector space model,body, | |
102,vector space model,anchor, | |
103,vector space model,title, | |
104,vector space model,url, | |
105,vector space model,whole document, | |
106,BM25,body, | |
107,BM25,anchor, | |
108,BM25,title, | |
109,BM25,url, | |
110,BM25,whole document, | |
111,LMIR.ABS,body,Language model approach for information retrieval (IR) with absolute discounting smoothing | |
112,LMIR.ABS,anchor, | |
113,LMIR.ABS,title, | |
114,LMIR.ABS,url, | |
115,LMIR.ABS,whole document, | |
116,LMIR.DIR,body,Language model approach for IR with Bayesian smoothing using Dirichlet priors | |
117,LMIR.DIR,anchor, | |
118,LMIR.DIR,title, | |
119,LMIR.DIR,url, | |
120,LMIR.DIR,whole document, | |
121,LMIR.JM,body,Language model approach for IR with Jelinek-Mercer smoothing | |
122,LMIR.JM,anchor, | |
123,LMIR.JM,title, | |
124,LMIR.JM,url, | |
125,LMIR.JM,whole document, | |
126,Number of slash in URL,, | |
127,Length of URL,, | |
128,Inlink number,, | |
129,Outlink number,, | |
130,PageRank,, | |
131,SiteRank,Site level PageRank, | |
132,QualityScore,The quality score of a web page. The score is outputted by a web page quality classifier., | |
133,QualityScore2,The quality score of a web page. The score is outputted by a web page quality classifier which measures the badness of a web page., | |
134,Query-url click count,The click count of a query-url pair at a search engine in a period, | |
135,url click count,The click count of a url aggregated from user browsing data in a period, | |
136,url dwell time,The average dwell time of a url aggregated from user browsing data in a period, |
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