Research Article
[Retracted] Research on English Hybrid Assisted Teaching System Using Contextual Support of R-CNN
Table 1
Detection accuracy rate and test dataset.
| Sample sentences | Training words | Testing words | Detection accuracy/% | KNN | RFO | Xboosting | Proposed R-CNN |
| Sentence_001 | 160000 | 100000 | 30.000 | 90.000 | 90.000 | 99.360 | Sentence_002 | 160000 | 140000 | 92.360 | 92.360 | 92.360 | 99.390 | Sentence_003 | 160000 | 100000 | 90.000 | 100.000 | 100.0 | 99.920 | Sentence_004 | 160000 | 120000 | 33.330 | 91.660 | 100.0 | 99.930 | Sentence_006 | 160000 | 100000 | 90.320 | 32.310 | 93.120 | 99.390 | Sentence_006 | 160000 | 120000 | 33.460 | 33.320 | 93.3230 | 99.930 | | Overall accuracy | 36.640 | 93.630 | 96.310 | 99.930 |
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