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Table 6 Details of the features

From: Evaluating the performance of sentence level features and domain sensitive features of product reviews on supervised sentiment analysis tasks

Feature

Details

Type

F1

 

 \(fposD\left( {wup} \right)\)

Average positive value of review document where Wu and Palmer is employed as similarity algorithm

Sentence level features (SLF)

F2

 \(fnegD\left( {wup} \right)\)

Average negative value of review document where Wu and Palmer is employed as similarity algorithm

F3

 \(fneuD\left( {wup} \right)\)

Average neutral value of review document where Wu and Palmer is employed as similarity algorithm

F4

 \(fposD\left( {jcn} \right)\)

Average positive value of review document where Jiang and Conrath is employed as similarity algorithm

F5

 \(fnegD\left( {jcn} \right)\)

Average negative value of review document where Jiang and Conrath is employed as similarity algorithm

F6

 \(fneuD\left( {jcn} \right)\)

Average neutral value of review document where Jiang and Conrath is employed as similarity algorithm

F7

 \(fposD\left( {lch} \right)\)

Average positive value of review document where Leacock and Chodorow is employed as similarity algorithm

F8

 \(fnegD\left( {lch} \right)\)

Average negative value of review document where Leacock and Chodorow is employed as similarity algorithm

F9

 \(fneuD\left( {lch} \right)\)

Average neutral value of review document where Leacock and Chodorow is employed as similarity algorithm

F10

 \(fposD\left( {res} \right)\)

Average positive value of review document where Resnik is employed as similarity algorithm

F11

 \(fnegD\left( {res} \right)\)

Average negative value of review document where Resnik is employed as similarity algorithm

F12

 \(fneuD\left( {res} \right)\)

Average neutral value of review document where Resnik is employed as similarity algorithm

F13

 \(fposD\left( {lin} \right)\)

Average positive value of review document where Lin is employed as similarity algorithm

F14

 \(fnegD\left( {lin} \right)\)

Average negative value of review document where Lin is employed as similarity algorithm

F15

 \(fneuD\left( {lin} \right)\)

Average neutral value of review document where Lin is employed as similarity algorithm

F16

 

 \(fxD\left( {wup} \right)\)

Average \(x\) value of review document where Wu and Palmer is employed as similarity algorithm

Domain sensitive features (DSF)

F17

 \(fyD\left( {wup} \right)\)

Average \(y\) value of review document where Wu and Palmer is employed as similarity algorithm

F18

 \(fxD\left( {jcn} \right)\)

Average \(x\) value of review document where Jiang and Conrath is employed as similarity algorithm

F19

 \(fyD\left( {jcn} \right)\)

Average \(y\) value of review document where Jiang and Conrath is employed as similarity algorithm

F20

 \(fxD\left( {lch} \right)\)

Average \(x\) value of review document where Leacock and Chodorow is employed as similarity algorithm

F21

 \(fyD\left( {lch} \right)\)

Average \(y\) value of review document where Leacock and Chodorow is employed as similarity algorithm

F22

 \(fxD\left( {res} \right)\)

Average \(x\) value of review document where Resnik is employed as similarity algorithm

F23

 \(fyD\left( {res} \right)\)

Average \(y\) value of review document where Resnik is employed as similarity algorithm

F24

 \(fxD\left( {lin} \right)\)

Average \(x\) value of review document where Lin is employed as similarity algorithm

F25

 \(fyD\left( {lin} \right)\)

Average \(y\) value of review document where Lin is employed as similarity algorithm