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MNIST digit recognition duration 3 minutes 59 seconds MNIST digit recognition MNIST digit recognition	MNIST digit recognition MNIST digit recognition iaml nearest neighbours distance image examples training pixel bitmaps algorithm humans accuracy class bitmap digits task neighbor test images testing row digit neighbors From Nigel Goddard 1 likes 2,469 plays 0 Licence Type Creative Commons - Attribution
Independence Assumption in Naive Bayes duration 5 minutes 21 seconds 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 pixels variables bitmaps independence attributes probabilities numbers threes digits From Nigel Goddard 1 likes 3,992 plays 0 Licence Type Creative Commons - Attribution
When Pixels Work as Attributes and When They… duration 2 minutes 49 seconds When Pixels Work as Attributes and When They… When Pixels Work as Attributes and When They Don't	When Pixels Work as Attributes and When They Don't When Pixels Work as Attributes and When They Don't iaml data digit digits pixels meaning lot stroke vision reason slant bitmap pixel input idea cases domain attributes transformation slants angles box From Nigel Goddard 1 likes 2,739 plays 0 Licence Type Creative Commons - Attribution
Representing Handwritten Digits duration 4 minutes 18 seconds Representing Handwritten Digits Representing Handwritten Digits	Representing Handwritten Digits Representing Handwritten Digits iaml data attributes bitmap pixel digit lots recognition handwriting envelope machine digits idea threshold lot representation representations paper problem pen device kind From Nigel Goddard 1 likes 2,905 plays 0 Licence Type Creative Commons - Attribution
How to Represent Images duration 3 minutes 25 seconds How to Represent Images How to Represent Images	How to Represent Images How to Represent Images iaml data representations attributes image instances guideline predator things similarity images idea pixels bitmap values attribute numbers class representation process pairs labels From Nigel Goddard 1 likes 2,998 plays 0 Licence Type Creative Commons - Attribution