Table 9 The results of different window lengths on medical code classification between our method and Word2Vec
From: Refining electronic medical records representation in manifold subspace
Win | Metric | Word2Vec | Ours |
|---|---|---|---|
1000 | Pearson | 69.2 | 70.8 |
1000 | Spearman | 63.8 | 67.3 |
1500 | Pearson | 69.2 | 71.9 |
1500 | Spearman | 63.8 | 67.1 |
2000 | Pearson | 69.2 | 71.2 |
2000 | Spearman | 63.8 | 67.3 |
3000 | Pearson | 69.2 | 70.7 |
3000 | Spearman | 63.8 | 66.9 |