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Flashcards

Machine Learning

Rish Naik Inglês 22 flashcards

Machine Learning

Flashcards do conjunto (22)

  1. 1gradient descentgradient descent
  2. 2g is sub gradient of f at w0g is sub gradient of f at w0
  3. 3Newton's MethodNewton's Method
  4. 4Prediction for generativePrediction for generative
  5. 5log likelihood for generative modelslog likelihood for generative models
  6. 6log likelihood for NBClog likelihood for NBC
  7. 7class conditional probability for NBCclass conditional probability for NBC
  8. 8LR probLR prob
  9. 9LR log likelihoodLR log likelihood
  10. 10distance from point to hyperplanedistance from point to hyperplane
  11. 11SVM: primal, linearly separableSVM: primal, linearly separable
  12. 12SVM: primal, non separableSVM: primal, non separable
  13. 13hinge losshinge loss
  14. 14SVM: loss functionSVM: loss function
  15. 15SVM: dualSVM: dual
  16. 16LLoyds K-Means algorithmLLoyds K-Means algorithm
  17. 17distance -> dissimilaritiesdistance -> dissimilarities
  18. 18linkage algorithmslinkage algorithms
  19. 19similarity weights for spectral clusteringsimilarity weights for spectral clustering
  20. 20spectral clusteringspectral clustering
  21. 21Gaussian discriminant analysis class conditional distributionGaussian discriminant analysis class conditional distribution
  22. 22Gaussian discriminant analysis MLEGaussian discriminant analysis MLE

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Descrição
FlashCards sobre Machine Learning, criado por Rish Naik em 09-05-2023.
Criado por
Rish Naik
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15
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