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55This is our [ idea] ( ./Project%20Proposal/Project%20Proposal%20-%20Fernando%20and%20Kelvin.pdf ) .
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77## Datasets
8- * [ MNIST] ( https://scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_openml.html )
9- * Handwritten Digit Recognition
10- * Using scikit-learn's fetch_openml
11- * 28x28 Grayscale Images
12- * 10 Classes of digits (0-9)
138* [ CIFAR-10] ( https://www.cs.toronto.edu/~kriz/cifar.html )
149 * Object Recognition
1510 * 32x32 Colored Images
@@ -18,8 +13,7 @@ This is our [idea](./Project%20Proposal/Project%20Proposal%20-%20Fernando%20and%
1813
1914## Models in Consideration
2015* ** Tree-based Model** : Decision Tree
21- * ** Linear/Polynomial-based** : Linear Regression (optional)
22- * ** Permutation-based** (especially, neural networks): Multi-Layer Perceptron (MLP)
16+ * ** (Pixels) Permutation-based** (especially, neural networks): Convolutional Neural Network (CNN)
2317* ** Kernel-based** : K-Nearest-Neighbor (KNN)
2418
2519## Metaheuristic Guided Search
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