AI class homework 3: Difference between revisions
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= Homework = | = Homework = | ||
== Naive Bayes Laplacian Smoothing == | |||
{{#ev:youtubehd|Lj9ku_w8JAE}} | |||
Note: HINT: The size of the vocabulary is 11. | |||
{{#ev:youtubehd|evtCdmjcZ4I}} | |||
== Naive Bayes 2 == | |||
{{#ev:youtubehd|VqJVQlsuGoA}} | |||
Note: Use the probabilities from the previous part (so Laplace smoothing still applies). | |||
{{#ev:youtubehd|LRQKhmXpDLI}} | |||
== Maximum Likelihood == | |||
{{#ev:youtubehd|9SDMNmgIhBE}} | |||
{{#ev:youtubehd|3lA9jrqw7_4}} | |||
== Linear Regression == | |||
{{#ev:youtubehd|rIO9zynD__M}} | |||
Note: The question is whether the line can be fit EXACTLY. | |||
{{#ev:youtubehd|yTYQg1XiBEQ}} | |||
== Linear Regression 2 == | |||
{{#ev:youtubehd|5gIXtI82Olk}} | |||
{{#ev:youtubehd|ynxLGEE_Bgo}} | |||
== K Nearest Neighbours == | |||
{{#ev:youtubehd|MhDJ47KG_Oc}} | |||
{{#ev:youtubehd|01qBi27m3Ss}} | |||
== K Nearest Neighbours 2 == | |||
{{#ev:youtubehd|SAG4-uC9BnE}} | |||
{{#ev:youtubehd|IjzpuYn7Szc}} | |||
== Perceptron == | |||
{{#ev:youtubehd|-fpVTLGoxZ4}} | |||
{{#ev:youtubehd|P88qJlIRnwI}} |
Revision as of 04:16, 4 November 2011
These are my notes for homework 3 of the AI class.
Homework
Naive Bayes Laplacian Smoothing
{{#ev:youtubehd|Lj9ku_w8JAE}}
Note: HINT: The size of the vocabulary is 11.
{{#ev:youtubehd|evtCdmjcZ4I}}
Naive Bayes 2
{{#ev:youtubehd|VqJVQlsuGoA}}
Note: Use the probabilities from the previous part (so Laplace smoothing still applies).
{{#ev:youtubehd|LRQKhmXpDLI}}
Maximum Likelihood
{{#ev:youtubehd|9SDMNmgIhBE}}
{{#ev:youtubehd|3lA9jrqw7_4}}
Linear Regression
{{#ev:youtubehd|rIO9zynD__M}}
Note: The question is whether the line can be fit EXACTLY.
{{#ev:youtubehd|yTYQg1XiBEQ}}
Linear Regression 2
{{#ev:youtubehd|5gIXtI82Olk}}
{{#ev:youtubehd|ynxLGEE_Bgo}}
K Nearest Neighbours
{{#ev:youtubehd|MhDJ47KG_Oc}}
{{#ev:youtubehd|01qBi27m3Ss}}
K Nearest Neighbours 2
{{#ev:youtubehd|SAG4-uC9BnE}}
{{#ev:youtubehd|IjzpuYn7Szc}}
Perceptron
{{#ev:youtubehd|-fpVTLGoxZ4}}
{{#ev:youtubehd|P88qJlIRnwI}}