Research Article
An ISVM Algorithm Based on High-Dimensional Distance and Forgetting Characteristics
Table 12
The description of the updated experimental datasets.
| Datasets | The number of training samples | The number of testing samples | The samples’ dimension |
| Breast_cancer | 2000 | 770 | 9 | German | 3500 | 1500 | 20 | Heart | 4250 | 2500 | 13 | Image | 6500 | 1050 | 18 | Mushroom | 5644 | 1000 | 22 | Thyroid | 2800 | 1500 | 5 | Titanic | 10255 | 750 | 3 | Splice | 10875 | 5000 | 60 | Diabetes | 4680 | 1000 | 8 | Credit | 6000 | 1000 | 65 | Spambase | 4600 | 1500 | 57 | Waveform | 3344 | 1000 | 40 |
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