Skip to main content

Table 8 All variants of LSTM + CNN with parameter setting

From: Detection and classification of social media-based extremist affiliations using sentiment analysis techniques

Model

LSTM units

Pooling size

Kernel size

Number of filters

LSTM + CNN1

100

2 × 2

2 × 2

2

LSTM + CNN2

100

2 × 2

2 × 2

4

LSTM + CNN3

100

2 × 2

2 × 2

6

LSTM + CNN4

100

2 × 2

2 × 2

8

LSTM + CNN5

100

2 × 2

2 × 2

10

LSTM + CNN6

100

2 × 2

2 × 2

12

LSTM + CNN7

100

2 × 2

2 × 2

14

LSTM + CNN8

100

2 × 2

2 × 2

16

Back to article page