Slide 11 Econ 240A Power Three Slide 2 2 Summary: Week One Descriptive Statistics –measures of central tendency –measures of dispersion Distributions of observation values…

Slide 1 What we will cover here What is a classifier Difference of learning/training and classifying Math reminder for Naïve Bayes Tennis example = naïve Bayes What may…

Slide 11 Neural Codes Slide 2 2 Neuronal Codes – Action potentials as the elementary units voltage clamp from a brain cell of a fly Slide 3 3 Neuronal Codes – Action…

Slide 1 1 Econ 240A Power Three Slide 2 2 Summary: Week One Descriptive Statistics –measures of central tendency –measures of dispersion Distributions of observation…

OutlineBackgroundProbability BasicsProbabilistic ClassificationNaïve Bayes Example: Play TennisRelevant IssuesConclusions

HMM 7 The parameters of a Markov chain, with N states labeled by {1,…,N} and the state at time t in the Markov chain denoted as qt, can be described as aij=P(qt= j|qt-1=i)…

Hidden Markov Models Hsin-Min Wang [email protected] References: L. R. Rabiner and B. H. Juang, (1993) Fundamentals of Speech Recognition, Chapter 6 X. Huang et. al.,…