Flashcards
Machine Learning
Cards in this deck (22)
- 1gradient descent
- 2g is sub gradient of f at w0
- 3Newton's Method
- 4Prediction for generative
- 5log likelihood for generative models
- 6log likelihood for NBC
- 7class conditional probability for NBC
- 8LR prob
- 9LR log likelihood
- 10distance from point to hyperplane
- 11SVM: primal, linearly separable
- 12SVM: primal, non separable
- 13hinge loss
- 14SVM: loss function
- 15SVM: dual
- 16LLoyds K-Means algorithm
- 17distance -> dissimilarities
- 18linkage algorithms
- 19similarity weights for spectral clustering
- 20spectral clustering
- 21Gaussian discriminant analysis class conditional distribution
- 22Gaussian discriminant analysis MLE
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- Flashcards on Machine Learning, created by Rish Naik on 09/05/2023.
- Created by
- Rish Naik
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