mralioo
commented
1 year ago CSP model :
Pipeline Structure
[FeatureExtraction] --> [CSP] [Transformation] --> [var] [Transformation] --> [log] [Classification] --> [LDA]
Open mralioo opened 1 year ago
mralioo
commented
1 year ago [FeatureExtraction] --> [CSP] [Transformation] --> [var] [Transformation] --> [log] [Classification] --> [LDA]
mralioo
commented
1 year ago | Subject | Accuracy | F1 Score |
|---|---|---|
| S52 | ... | ... |
| S51 | ... | ... |
| S38 | ... | ... |
| S39 | ... | ... |
| S57 | ... | ... |
| S9 | ... | ... |
| S49 | ... | ... |
| S30 | ... | ... |
| S36 | ... | ... |
| S20 | ... | ... |
| S60 | ... | ... |
| Subject | Accuracy | F1 Score |
|---|---|---|
| S52 | ... | ... |
| S51 | ... | ... |
| S38 | ... | ... |
| S39 | ... | ... |
| S57 | ... | ... |
| S9 | ... | ... |
| S49 | ... | ... |
| S30 | ... | ... |
| S36 | ... | ... |
| S20 | ... | ... |
| S60 | ... | ... |
Baseline Models Evaluation:
Data is divided into six runs for cross-validation, with the first five runs allocated for training and the sixth for testing.
There are two tasks: LR and 2D.
Subjects are categorized into three groups based on PVC value intervals: 70% for 1D tasks (LR, UD) and 40% for the 2D task.
Models to Evaluate: