Search for tag: "support vector machines"

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SVM Summary and Comparison duration 3 minutes 32 seconds 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 2,086 plays 0 Licence Type Creative Commons - Attribution
SVMs in Practice duration 4 minutes 12 seconds 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 2,477 plays 0 Licence Type Creative Commons - Attribution
Non-Linear SVMs duration 5 minutes 34 seconds 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 2,932 plays 0 Licence Type Creative Commons - Attribution
Kernels for SVMs duration 4 minutes 25 seconds 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 2,859 plays 0 Licence Type Creative Commons - Attribution
Kernelised Max Margin duration 4 minutes 43 seconds 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 2,660 plays 0 Licence Type Creative Commons - Attribution
Non-Separable Data duration 5 minutes 59 seconds 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 3,199 plays 0 Licence Type Creative Commons - Attribution
Optimizing the Margin 2 duration 6 minutes 5 seconds 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 3,546 plays 0 Licence Type Creative Commons - Attribution
Regularisation duration 3 minutes 18 seconds 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 3,070 plays 1 Licence Type Creative Commons - Attribution
Removing the Scale duration 1 minute 47 seconds 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 3,710 plays 0 Licence Type Creative Commons - Attribution
Optimising the Margin 1 duration 4 minutes 1 second 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 3,355 plays 0 Licence Type Creative Commons - Attribution
Computing the Margin duration 5 minutes 19 seconds 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 4,163 plays 0 Licence Type Creative Commons - Attribution
Overview and Setting the Scene duration 3 minutes 45 seconds 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 3,992 plays 0 Licence Type Creative Commons - Attribution
SVM - The Intuition duration 1 minute 40 seconds 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 3,766 plays 0 Licence Type Creative Commons - Attribution