From: Real-time event detection in social media streams through semantic analysis of noisy terms
 | Convolution layer | |||||||
---|---|---|---|---|---|---|---|---|
 | 1-LAYER | 2-LAYER | 3-LAYER | 4-LAYER | ||||
EPOCH | SMAFED | GSMFPM | SMAFED | GSMFPM | SMAFED | GSMFPM | SMAFED | GSMFPM |
1 | 0.5852 | 0.4369 | 0.636 | 0.7843 | 0.6279 | 0.7762 | 0.5584 | 0.7067 |
2 | 0.4761 | 0.3928 | 0.5399 | 0.6232 | 0.4927 | 0.576 | 0.4713 | 0.5546 |
3 | 0.4213 | 0.3725 | 0.4674 | 0.5162 | 0.4434 | 0.4922 | 0.4263 | 0.4751 |
4 | 0.3622 | 0.3556 | 0.4195 | 0.4261 | 0.3943 | 0.4009 | 0.3836 | 0.3902 |
5 | 0.3026 | 0.3397 | 0.3797 | 0.4168 | 0.3515 | 0.3886 | 0.332 | 0.3691 |
6 | 0.2241 | 0.3255 | 0.3403 | 0.4417 | 0.299 | 0.4004 | 0.277 | 0.3784 |
7 | 0.1864 | 0.3002 | 0.3045 | 0.4183 | 0.2736 | 0.3874 | 0.2501 | 0.3639 |
8 | 0.1496 | 0.2892 | 0.2576 | 0.3972 | 0.2425 | 0.3821 | 0.2169 | 0.3565 |