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Sentiment Classification on Sentiment citation corpus (CSC-C) (cross-validation)
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89.9
Micro F1 Score
SVM
69.62
74.885
80.15
85.415
May 5, 2020
Micro F1 Score
Accuracy (Positive)
Accuracy (Negative)
Accuracy (Neutral)
Macro F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Micro F1 Score
Accuracy (Positive)
Accuracy (Negative)
Accuracy (Neutral)
Macro F1 Score
SVM
Topography=SVM
2020.05
89.9
-
-
-
76.4
CNN
Topography=CNN
2020.05
88.6
40.2
24.9
95
43.37
LSTM
Topography=LSTM
2020.05
84.6
34.8
19
92.1
46.13
RNN
Topography=RNN
2020.05
77.9
20.7
17.9
86
41.53
ImpactCite
Topography=ImpactCite
2020.05
77.7
64.6
86.6
82
77.73
BERT
Topography=BERT
2020.05
74.4
72.8
80.2
70.3
74.4
ALBERT
Topography=ALBERT
2020.05
70.4
71.1
72.5
67.6
70.4
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