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05:21 Independence Assumption in Naive Bayes Independence Assumption in Naive Bayes	Independence Assumption in Naive Bayes Independence Assumption in Naive Bayes $400.00 variables probability iaml attribute philosophical terminology digit bitmap single individual consists caption complete estimating assumption black bunch pixel difficult independent product distribution number reason effects variable class compute independence assumption times probability theory classifier From Nigel Goddard on September 17th, 2016 1 likes 1,872 plays 0 Licence Type Creative Commons - Attribution
05:32 Bayesian Classification Bayesian Classification	Bayesian Classification Bayesian Classification probability predict problematic computer mathematical terminology classification interesting percent predictions class assuming scientific method email classify function iaml digit predicting stick ontology small number classifiers compute classified probabilistic times values representation quantity pixel effects From Nigel Goddard on September 17th, 2016 1 likes 2,173 plays 0 Licence Type Creative Commons - Attribution
04:00 Mutual Independence vs Conditional Independence Mutual Independence vs Conditional Independence	Mutual Independence vs Conditional Independence Mutual Independence vs Conditional Independence probability independent explained scene stroke weather convection event caption complete classification factor beach hidden factor iaml digit mutual independence conditional independence heat stroke translation difference class hot weather heatstroke assume dependency suppose attributes probability theory effects From Nigel Goddard on September 17th, 2016 0 likes 1,688 plays 0 Licence Type Creative Commons - Attribution
02:34 Probabilistic Classifiers - Generative vs… Probabilistic Classifiers - Generative vs Discriminative	Probabilistic Classifiers - Generative vs Discriminative Probabilistic Classifiers - Generative vs Discriminative probability probabilistic classifiers mistaken plausible computes directly generative aggression caption complete discriminative blacks decision boundary question predictions construct decision theory white scientific method iaml digit observe effects difference probabilistic class definition pacifiers things model classifier From Nigel Goddard on September 17th, 2016 1 likes 2,314 plays 0 Licence Type Creative Commons - Attribution
03:42 Role of Denominator in Naive Bayes Role of Denominator in Naive Bayes	Role of Denominator in Naive Bayes Role of Denominator in Naive Bayes probability point communication examples caption complete normalize classification things question symptoms instance isolates scientific method iaml digit normalizer patient separate problem difficulty posterior effects small number class distance observation suppose bunch representation model From Nigel Goddard on September 17th, 2016 1 likes 2,006 plays 0 Licence Type Creative Commons - Attribution

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Search for tag: "digit"

Independence Assumption in Naive Bayes

Bayesian Classification

Mutual Independence vs Conditional Independence

Probabilistic Classifiers - Generative vs Discriminative

Role of Denominator in Naive Bayes

the university of edinburgh