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Lisher92

Lisa Herzog

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Overview Web Appendix
1.1 Data Cleaning F1
1.2 Reinsert Punctuation
1.3 Data Cleaning F2-5
1.4 Data Cleaning Feature Set F3 (Part 2)
2.1 Feature Set Creation F1
2.2.1 POS Tagging Valence
2.2.2 Feature Set Extraction F2
2.3.0 Overview Feature Set Extraction F3
2.3.1 Detecting Negations
2.3.2 Grammatical Parsing Negations
2.3.3 Negation Tagging
2.3.4 POS Subset Creation
2.3.5 POS Tagging
2.3.6 Feature Set Extraction F3
2.4.0 Overview Feature Set Extraction F4
2.4.1 Booster Detection
2.4.2 Grammatical Parsing Booster
2.4.3 Booster Tagging
2.4.4 Reinsert Content into Review
2.4.5 Detecting Attenuators
2.4.6 F4 Grammatical Parsing
2.4.7 F4 Attenuator Tagging
2.4.8 Reinsert Attenuator Tagged Words into Review text
2.4.9 Subsetting Extracting POS Set
2.4.10 Part of Speech Tagging
2.4.11 Feature Set Creation F4
2.5 Feature Set Extraction F5
3.0 Overview Naive Bayes Classification
3.1 Naive Bayes F1 TF 10
3.2 Naive Bayes F1 TF 50
3.3 Naive Bayes F1 TF 70
3.4 Naive Bayes F1 TF 90
3.5 Naive Bayes F1 TF Full
3.6 Naive Bayes TFIDF 10
3.7 Naive Bayes F1 TFIDF 30
3.8 Naive Bayes TFIDF 50
3.9 Naive Bayes TFIDF 70
3.10 Naive Bayes TFIDF 90
3.11 Naive Bayes F1 TFIDF Full
3.12 Naive Bayes TP 10-30
3.13 Naive Bayes TP 50
3.14 Naive Bayes F1 TP 50
3.15 Naive Bayes F1 TP 90
3.16 Naive Bayes F1 TP Full
4.1 Naive Bayes F2 TF Valence
4.2 Naive Bayes F2 TF Combined
5.1 Naive Bayes F3 TF Negations
5.2 Naive Bayes F4 TF Combined
6.1 Naive Bayes F4 TF Activation
6.2 Naive Bayes F4 TF Combined
7.1 Naive Bayes F5 TF Directives
7.2 Naive Bayes F5 Combined
8.0 Overview SVM Classification
8.1 SVM F1 TF 10-30
8.2 SVM F1 TF 50
8.3 SVM F1 TF 70
8.4 SVM F1 TF 90
8.5 SVM F1 TF Full
8.6 SVM F1 TFIDF 10
8.7 SVM F1 TFIDF 30
8.8 SVM F1 TFIDF 50
8.9 SVM F1 TFIDF 70
8.10 SVM F1 TFIDF 90
8.11 SVM F1 TFIDF Full
8.12 F1 TP 10-30
8.13 SVM F1 TP 50
8.14 SVM F1 TP 70
8.15 SVM F1 TP 90
8.16 SVM F1 TP Full
9.1 SVM F2 Valence
9.2 SVM F2 TP Combined
10.1 SVM F3 TP Negations
10.2 SVM F3 TP Combined
11.1 SVM F4 TP Activation
11.2 SVM F4 TP Combined
12.1 SVM F5 TP Directives
12.2 SVM F5 TP Combined