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Taddeüs Kroes
uva
Commits
7cf913bd
Commit
7cf913bd
authored
May 17, 2011
by
Taddeüs Kroes
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StatRed: Added file with stuff to learn.
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7cf913bd
Multivariate:
- E(AX)
- E(X + Y)
- Cov(AX) = A * Cov(X) * A.T
- kwadratische vormen
PCA:
- eigenvectorbasis
- sorteringsvariaties
- dimensiereductie
- representatie
Classification / clustering:
- Nearest Neighbour
- Confusion matrix
- Bayes classification
+ Schatten v/d parameters voor normale verdeling
- SVM (geen formules, wel betekenis en kunnen lezen)
- K-means
Applications:
- Cross validation
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