Comparing the accuracy of different types of profiles by applying K-means unsupervised clustering and TreeBagger-supervised classification.
| Accuracy (|${{\ \rm per\ cent}}$|) . | Flat . | Decline . | Ascend . | Irregular . | All . |
|---|---|---|---|---|---|
| K-means | 71.4 | 76.4 | 96.7 | 16.7 | 73.5 |
| TreeBagger train set | 100 | 100 | 100 | 100 | 100 |
| TreeBagger test set | 80.3 | 93.8 | 93.8 | 60.0 | 88.0 |
| Accuracy (|${{\ \rm per\ cent}}$|) . | Flat . | Decline . | Ascend . | Irregular . | All . |
|---|---|---|---|---|---|
| K-means | 71.4 | 76.4 | 96.7 | 16.7 | 73.5 |
| TreeBagger train set | 100 | 100 | 100 | 100 | 100 |
| TreeBagger test set | 80.3 | 93.8 | 93.8 | 60.0 | 88.0 |
Comparing the accuracy of different types of profiles by applying K-means unsupervised clustering and TreeBagger-supervised classification.
| Accuracy (|${{\ \rm per\ cent}}$|) . | Flat . | Decline . | Ascend . | Irregular . | All . |
|---|---|---|---|---|---|
| K-means | 71.4 | 76.4 | 96.7 | 16.7 | 73.5 |
| TreeBagger train set | 100 | 100 | 100 | 100 | 100 |
| TreeBagger test set | 80.3 | 93.8 | 93.8 | 60.0 | 88.0 |
| Accuracy (|${{\ \rm per\ cent}}$|) . | Flat . | Decline . | Ascend . | Irregular . | All . |
|---|---|---|---|---|---|
| K-means | 71.4 | 76.4 | 96.7 | 16.7 | 73.5 |
| TreeBagger train set | 100 | 100 | 100 | 100 | 100 |
| TreeBagger test set | 80.3 | 93.8 | 93.8 | 60.0 | 88.0 |
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