Dimensionality Reduction On Mca
Metrics
Classification Accuracy
Results
Performance results of various models on this benchmark
Model Name | Classification Accuracy | Paper Title | Repository |
|---|---|---|---|
| tSNE | 51.5 | Visualizing Data using t-SNE | |
| UDRN | 90.9 | UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection | - |
| IVIS | 46.6 | Parametric UMAP embeddings for representation and semi-supervised learning | |
| UMAP | 41.3 | UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction |
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