Search for tag: "neighbor"

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01:58 Sensitivity to outliers Sensitivity to outliers	Sensitivity to outliers Sensitivity to outliers iaml nearest neighbours neighbor point change neighbors class classifier blue lot notion training space region boundary decision problems stability bit neighbour vote majority From Nigel Goddard 1 likes 2,404 plays 0 Licence Type Creative Commons - Attribution
13:35 Parzen windows, kernels and SVM Parzen windows, kernels and SVM	Parzen windows, kernels and SVM Parzen windows, kernels and SVM iaml nearest neighbours point testing function neighbors neighborhood radius algorithm neighbor training points instances distance machine vector indicator bit region instance classification lot From Nigel Goddard 2 likes 2,814 plays 0 Licence Type Creative Commons - Attribution
04:13 Nearest-neighbor regression example Nearest-neighbor regression example	Nearest-neighbor regression example Nearest-neighbor regression example iaml nearest neighbours neighbor prediction algorithm points function examples neighbors training range extrapolation regression lies spot y. input observations values extrapolations lot point From Nigel Goddard 1 likes 2,479 plays 0 Licence Type Creative Commons - Attribution
03:59 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 2,415 plays 0 Licence Type Creative Commons - Attribution
02:49 Voronoi cells and decision boundary Voronoi cells and decision boundary	Voronoi cells and decision boundary Voronoi cells and decision boundary iaml nearest neighbours class cells decision boundary points training neighbor algorithm voronoi cell point lot region blue classification method marbury machines vector trees From Nigel Goddard 2 likes 2,504 plays 0 Licence Type Creative Commons - Attribution
01:29 Intuition for the Nearest-Neighbor Method Intuition for the Nearest-Neighbor Method	Intuition for the Nearest-Neighbor Method Intuition for the Nearest-Neighbor Method iaml nearest neighbours points proximity box methods neighbor intuition algorithm regression idea examples training red lot hyperplane margin max tree decision axis gain From Nigel Goddard 1 likes 2,505 plays 0 Licence Type Creative Commons - Attribution
00:23 Overview Overview	Overview Overview iaml nearest neighbours methods complexity issues regression classification instance neighbor From Nigel Goddard 1 likes 2,713 plays 0 Licence Type Creative Commons - Attribution
04:30 Leave-one-out cross-validation Leave-one-out cross-validation	Leave-one-out cross-validation Leave-one-out cross-validation iaml evaluation class problem classifier error instance training majority rate testing examples b. half attributes classes times dataset alright rule bit neighbor From Nigel Goddard 0 likes 3,125 plays 0 Licence Type Creative Commons - Attribution
01:27 Generalization in Machine Learning Generalization in Machine Learning	Generalization in Machine Learning Generalization in Machine Learning point predict labels number instances targets interesting decision system regression build algorithms evaluation accuracy iaml training data tomorrow outputs reason train effects percent accuracy predictor matter future values attributes classifier training classifiers neighbor trees level app model From Nigel Goddard 0 likes 3,967 plays 0 Licence Type Creative Commons - Attribution

Search for tag: "neighbor"

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