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Ex3:
- Perceptron
- AdaBoost
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Ex4:
- Knn
- JL-transform
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Final Project - Link:
- Methods:
- KNN
- SVM
- Logistic regression
- NN
- CNN
- DataSet:
- MNIST Digit
- Check whether ML algorithms can classify images without image preprocessing
- Extract feature vector from images using Auto-Encoder, use it as input to ML algorithms, and compare algorithms classification results.
- Using the PCA algorithm, reduce image size, use it as input to ML classification algorithms, and compare them to results from the Auto-Encoder method.
- Methods: