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Add PCA + 4-kNN for MNIST
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Closes #13, #10
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mxbi authored Jan 13, 2020
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Expand Up @@ -88,7 +88,7 @@ Have more results to add to the table? Feel free to submit an [issue](https://gi
|Model | MNIST | Kuzushiji-MNIST | Kuzushiji-49 | Credit
|---------------------------------|-------|--------|-----|---|
|[4-Nearest Neighbour Baseline](benchmarks/kuzushiji_mnist_knn.py) |97.14% | 92.10% | 83.65% |
|[PCA + 4-kNN](https://github.com/rois-codh/kmnist/issues/10) | | 93.98% | 86.80% | [dzisandy](https://github.com/dzisandy)
|[PCA + 4-kNN](https://github.com/rois-codh/kmnist/issues/10) | 97.76% | 93.98% | 86.80% | [dzisandy](https://github.com/dzisandy)
|[Tuned SVM (RBF kernel)](https://github.com/rois-codh/kmnist/issues/3) | 98.57% | 92.82%\* | 85.61%\* | [TomZephire](https://github.com/TomZephire)
|[Keras Simple CNN Benchmark](benchmarks/kuzushiji_mnist_cnn.py) |99.06% | 94.63% | 89.36% |
|PreActResNet-18 |99.56% | 97.82%\* |96.64%\*|
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