Research Article
[Retracted] A Novel Literary Translation Text Classification Method Based on Distributed Incremental Sequence Data Mining Algorithm
Table 5
F1 values on the Reuters-21578 dataset.
| Method | Feature extraction | ACQ | CRUD | EARN | GRAIN | INTEREST | MONEY | SHIP | TRADE |
| SVM | IG | 0.5063 | 0.5004 | 0.6573 | 0.6103 | 0.5310 | 0.6028 | 0.4962 | 0.4958 | MI | 0.4445 | 0.4272 | 0.6022 | 0.5290 | 0.4437 | 0.5647 | 0.4690 | 0.4352 |
| RF | IG | 0.5055 | 0.8591 | 0.7598 | 0.9028 | 0.7116 | 0.7026 | 0.8400 | 0.6165 | MI | 0.4384 | 0.7582 | 0.6476 | 0.7988 | 0.6558 | 0.6103 | 0.7019 | 0.5385 |
| Proposed | IG | 0.6314 | 0.8761 | 0.8954 | 0.9082 | 0.8555 | 0.8512 | 0.9344 | 0.8373 | MI | 0.5423 | 0.7384 | 0.7091 | 0.7595 | 0.8320 | 0.7680 | 0.8378 | 0.6851 |
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