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Estimating the Generalization Error duration 2 minutes 45 seconds Estimating the Generalization Error Estimating the Generalization Error	Estimating the Generalization Error Estimating the Generalization Error testing error classification percent testing generalization month depends testing air close tomorrow caption complete human communication generalization error question approximate assumption order evaluation iaml relationship computing terminology representative entries pretend training compute classified machine learning future testing set $25.00 effects error classifier minus nose sense instances sort derivation issue answer From Nigel Goddard 0 likes 3,766 plays 1 Licence Type Creative Commons - Attribution
Bayesian Classification duration 5 minutes 32 seconds 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 spam classes classifier words probabilities bayes x. model classifications y. From Nigel Goddard 1 likes 4,806 plays 0 Licence Type Creative Commons - Attribution
Two-Class Linear Classifier duration 4 minutes 54 seconds Two-Class Linear Classifier Two-Class Linear Classifier	Two-Class Linear Classifier Two-Class Linear Classifier promises probability point learning caption complete lessons discriminate classification parameters decision boundary logistic regression instance iso basic latin letters previous function iaml linear extend normal effects decide russian probabilistic class statistical classification remember classified correspond greater logistic problem classifier vector boundary points regression weight decision hyperplane side output term bias classes bit From Nigel Goddard 0 likes 4,192 plays 0 Licence Type Creative Commons - Attribution