Search for tag: "support vector machines"

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03:32 SVM Summary and Comparison SVM Summary and Comparison	SVM Summary and Comparison SVM Summary and Comparison iaml support vector machines regression vectors svm error linear spaces plane trick kernel boundary decision characteristics things points training variables solution thing methods svms From Nigel Goddard 1 likes 2,026 plays 0 Licence Type Creative Commons - Attribution
04:12 SVMs in Practice SVMs in Practice	SVMs in Practice SVMs in Practice iaml support vector machines training vectors domain function basis kernel detection face kernels slide polynomial things methods knowledge thing misclassification questions svm devices categorization From Nigel Goddard 1 likes 2,405 plays 0 Licence Type Creative Commons - Attribution
05:34 Non-Linear SVMs Non-Linear SVMs	Non-Linear SVMs Non-Linear SVMs iaml support vector machines feature space dot vectors dimensions kernel function kind trick spaces algorithms svm point vector training thing classifier transform kernels transforms From Nigel Goddard 1 likes 2,846 plays 0 Licence Type Creative Commons - Attribution
04:25 Kernels for SVMs Kernels for SVMs	Kernels for SVMs Kernels for SVMs iaml support vector machines kernel distance function space feature relationship x1 dot 5x measure x2 points vector vectors square transform classifier things distances manipulation From Nigel Goddard 1 likes 2,782 plays 0 Licence Type Creative Commons - Attribution
04:43 Kernelised Max Margin Kernelised Max Margin	Kernelised Max Margin Kernelised Max Margin iaml support vector machines kernel space feature spaces points function basis input distance vector sum vectors characterization bottom factors weight classifier margin pairs dimension From Nigel Goddard 2 likes 2,588 plays 0 Licence Type Creative Commons - Attribution
05:59 Non-Separable Data Non-Separable Data	Non-Separable Data Non-Separable Data iaml support vector machines slack points vectors variable problem variables boundary decision norm side solution optimization situation margin alpha vector k. formulation training classification From Nigel Goddard 1 likes 3,101 plays 0 Licence Type Creative Commons - Attribution
06:05 Optimizing the Margin 2 Optimizing the Margin 2	Optimizing the Margin 2 Optimizing the Margin 2 iaml support vector machines solution points vectors point training vector margin weight problem prediction alpha function boundary decision side dividing situation i. input linear From Nigel Goddard 1 likes 3,443 plays 0 Licence Type Creative Commons - Attribution
03:18 Regularisation Regularisation	Regularisation Regularisation iaml support vector machines boundary decision variables kind regularization term norm problem points reason lambda parameter error solution introduce situation training classes point mass From Nigel Goddard 1 likes 2,969 plays 1 Licence Type Creative Commons - Attribution
01:47 Removing the Scale Removing the Scale	Removing the Scale Removing the Scale arbitrarily hyper defined number potent height minimum hyperplane caption complete scale versus iaml direction multiple degree predicting perpendicular plane effects infinite remember observation constraint geometry freedom remove vector error support vector machines margin From Nigel Goddard 2 likes 3,593 plays 0 Licence Type Creative Commons - Attribution
04:01 Optimising the Margin 1 Optimising the Margin 1	Optimising the Margin 1 Optimising the Margin 1 iaml support vector machines margin thing modulus vector lecture reason constraint a2 constraints side point distance problems learning machine svms points solution form svm From Nigel Goddard 2 likes 3,251 plays 0 Licence Type Creative Commons - Attribution
05:19 Computing the Margin Computing the Margin	Computing the Margin Computing the Margin origin square rottenness month minimum sense satisfies substitute caption complete confidence positive point incentive majority attractive statement iaml closest definition transpose perpendicular rearrange effects directions transposed equation support vector machines minus distance From Nigel Goddard 1 likes 4,025 plays 0 Licence Type Creative Commons - Attribution
03:45 Overview and Setting the Scene Overview and Setting the Scene	Overview and Setting the Scene Overview and Setting the Scene projection classification point attribute image negative election perceptron event recognition caption complete computer graphics ideas machine approach iaml linear combination familiar transpose standard training instances effects separation class distance remember linear algebra length logistic support vector machines From Nigel Goddard 1 likes 3,863 plays 0 Licence Type Creative Commons - Attribution
01:40 SVM - The Intuition SVM - The Intuition	SVM - The Intuition SVM - The Intuition point middle minimum separating caption complete positive negative pretty income interests iaml closest separate effects closest point distance support vector machines equal thing classes place small property margin From Nigel Goddard 1 likes 3,641 plays 0 Licence Type Creative Commons - Attribution

Search for tag: "support vector machines"

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