Research Article
Road-Type Classification with Deep AutoEncoder
Table 10
Method comparisons using micro f1-score.
| Method | Micro f1-score (%) |
| Raw features [2] | 59 | GCN [2] | 58 | GSAGE-MEAN [2] | 62 | GSAGE-MEANPOOL [2] | 81 | GSAGE-MAXPOOL [2] | 80 | GSAGE-LSTM [2] | 81 | GAT [2] | 75 | GIN [2] | 78 | GAIN [2] | 81 | DAE (proposed) | 80 |
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Bold values indicate the micro averaged f1-score obtained by our proposed method (DAE).
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