why join the navy.
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predict examples using knn
predict examples using NB
predict examples using 1R
laplace correction
NB deal with numeric attributes - probability density function, normal distribution
knn deal with numeric attributes
explain and calculate Entropy
explain and calculate information gain
explain and calculate Gain Ratio
what is support vector
how to calculate margin
what is Maximum Margin Hyperplane
why Maximum Margin?
using the Lagrange multipliers to calculate decision boundry
explain Soft Margin
Kernel Trick
explain Ensemble of Classifiers
When Ensembles Work Well?
When is Bagging Useful?
• examples • domain knowledge • user feedback (what is it)
Probability basics formula
calculate Bayesian Networks
calculate Probabilistic reasoning
draw CPT
Using Bayesian networks for classification