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Benchmarks
Subjectivity Classification on SUBJ (10-fold cross-validation)
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95.5
Accuracy
AdaSent
89.26
90.88
92.5
94.12
Jun 22, 2015
Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
AdaSent
type=supervised compos...
2015.06
95.5
BRNN
type=supervised compos...
2015.06
94.2
RNN
type=supervised compos...
2015.06
93.7
MNB
type=bag-of-words model
2015.06
93.6
combine-skip
classifier=logistic re...
2015.06
93.6
combine-skip + NB
classifier=linear mode...
2015.06
93.6
CNN
type=supervised compos...
2015.06
93.4
NB-SVM
type=bag-of-words model
2015.06
93.2
bi-skip
classifier=logistic re...
2015.06
92.5
uni-skip
classifier=logistic re...
2015.06
92.1
cBoW
type=bag-of-words model
2015.06
91.3
Paragraph-vector
type=unsupervised lear...
2015.06
90.5
GrConv
type=supervised compos...
2015.06
89.5
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