Performance and run time comparison of TripletCell and CellTypist on the immune cell dataset
| Method . | 1-fold (accuracy) . | 2-fold (accuracy) . | 3-fold (accuracy) . | 4-fold (accuracy) . | 5-fold (accuracy) . | Average time . |
|---|---|---|---|---|---|---|
| CellTypist | 0.7901 | 0.7709 | 0.7927 | 0.813 | 0.794 | 376 min |
| TripletCell | 0.8429 | 0.8492 | 0.8543 | 0.8347 | 0.858 | 117 min |
| Method . | 1-fold (accuracy) . | 2-fold (accuracy) . | 3-fold (accuracy) . | 4-fold (accuracy) . | 5-fold (accuracy) . | Average time . |
|---|---|---|---|---|---|---|
| CellTypist | 0.7901 | 0.7709 | 0.7927 | 0.813 | 0.794 | 376 min |
| TripletCell | 0.8429 | 0.8492 | 0.8543 | 0.8347 | 0.858 | 117 min |
Performance and run time comparison of TripletCell and CellTypist on the immune cell dataset
| Method . | 1-fold (accuracy) . | 2-fold (accuracy) . | 3-fold (accuracy) . | 4-fold (accuracy) . | 5-fold (accuracy) . | Average time . |
|---|---|---|---|---|---|---|
| CellTypist | 0.7901 | 0.7709 | 0.7927 | 0.813 | 0.794 | 376 min |
| TripletCell | 0.8429 | 0.8492 | 0.8543 | 0.8347 | 0.858 | 117 min |
| Method . | 1-fold (accuracy) . | 2-fold (accuracy) . | 3-fold (accuracy) . | 4-fold (accuracy) . | 5-fold (accuracy) . | Average time . |
|---|---|---|---|---|---|---|
| CellTypist | 0.7901 | 0.7709 | 0.7927 | 0.813 | 0.794 | 376 min |
| TripletCell | 0.8429 | 0.8492 | 0.8543 | 0.8347 | 0.858 | 117 min |
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