Search for tag: "k-means"

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Summary duration 1 minute 45 seconds Summary Summary	Summary Summary iaml k-means distance cluster variance clustering means configuration point centroids initializations representation image yellow red clusters points property media manhattan centroid notion From Nigel Goddard 0 likes 1,861 plays 0 Licence Type Creative Commons - Attribution
K-means for image representation duration 9 minutes 11 seconds K-means for image representation K-means for image representation	K-means for image representation K-means for image representation iaml k-means patches image patch vector feature labels vectors lots representation cluster grass images color attribute bunch label histogram problem representations occurrences From Nigel Goddard 1 likes 2,286 plays 0 Licence Type Creative Commons - Attribution
Paired evaluation and Rand index duration 2 minutes 24 seconds Paired evaluation and Rand index Paired evaluation and Rand index	Paired evaluation and Rand index Paired evaluation and Rand index iaml k-means pairs clusters humans pair classes algorithm evaluation slide strategy cd dataset instances clustering reference bit effort alignment pairing advantage lecture From Nigel Goddard 1 likes 2,484 plays 0 Licence Type Creative Commons - Attribution
Intrinsic evaluation and alignment duration 12 minutes 50 seconds Intrinsic evaluation and alignment Intrinsic evaluation and alignment	Intrinsic evaluation and alignment Intrinsic evaluation and alignment iaml k-means clusters cluster class reference accuracy clustering overlap alignment assignments positives evaluation c1 row points answer classes strategy problem c2 elements From Nigel Goddard 1 likes 2,781 plays 0 Licence Type Creative Commons - Attribution
Evaluating clustering systems duration 6 minutes 39 seconds Evaluating clustering systems Evaluating clustering systems	Evaluating clustering systems Evaluating clustering systems iaml k-means clustering task cluster clusters classification images algorithm pairs classifier evaluation classes bit groups question centroids variance distance judgments bunch bitmaps From Nigel Goddard 1 likes 2,690 plays 0 Licence Type Creative Commons - Attribution
Optimal number of clusters duration 5 minutes 12 seconds Optimal number of clusters Optimal number of clusters	Optimal number of clusters Optimal number of clusters iaml k-means variance point clusters mountain validation centroids cluster practice centroid function means question rocks plot k. idea length description bit training From Nigel Goddard 3 likes 2,639 plays 0 Licence Type Creative Commons - Attribution
K-means objective function duration 5 minutes 38 seconds K-means objective function K-means objective function	K-means objective function K-means objective function iaml k-means points cluster distance centroid means centroids point clustering initializations configuration variance minimum procedure property lots properties algorithms infrastructure computing dataset From Nigel Goddard 1 likes 2,606 plays 0 Licence Type Creative Commons - Attribution
The k-means algorithm visually duration 3 minutes 32 seconds The k-means algorithm visually The k-means algorithm visually	The k-means algorithm visually The k-means algorithm visually iaml k-means points centroid point centroids iteration color space red algorithm side colorings representations half left distance stage writing yellow colors change From Nigel Goddard 1 likes 2,470 plays 0 Licence Type Creative Commons - Attribution
The K-means algorithm duration 4 minutes 16 seconds The K-means algorithm The K-means algorithm	The K-means algorithm The K-means algorithm iaml k-means centroid points distance point step cluster j. centroids space instances iterations algorithm dimensions clusters formula a. function representation instance convergence From Nigel Goddard 3 likes 2,558 plays 0 Licence Type Creative Commons - Attribution
Overview of k-means clustering duration 3 minutes 46 seconds Overview of k-means clustering Overview of k-means clustering	Overview of k-means clustering Overview of k-means clustering iaml k-means cluster lots question clusters attributes classes examples instance centroid individuals subpopulation means males machine vector labels bitmaps weight algorithm lecture From Nigel Goddard 1 likes 2,685 plays 0 Licence Type Creative Commons - Attribution
Types of clustering algorithms duration 2 minutes 53 seconds Types of clustering algorithms Types of clustering algorithms	Types of clustering algorithms Types of clustering algorithms iaml k-means technique clustering boundaries tree cluster trees mixture point regions kd models kmeans lecture region attributes description level kind space end From Nigel Goddard 1 likes 2,666 plays 0 Licence Type Creative Commons - Attribution
Monothetic vs polythetic duration 4 minutes 0 seconds Monothetic vs polythetic Monothetic vs polythetic	Monothetic vs polythetic Monothetic vs polythetic iaml k-means clustering cluster clusters methods individuals property mammals population monophasic algorithms birds dogs sharks penguins parents animals level weight point space From Nigel Goddard 1 likes 2,695 plays 0 Licence Type Creative Commons - Attribution
Overview duration 1 minute 49 seconds Overview Overview	Overview Overview iaml k-means questions clustering populations subgroup subgroups individuals structure kinds subpopulations points outliers height male cluster share instances property sizes population kind From Nigel Goddard 3 likes 2,707 plays 0 Licence Type Creative Commons - Attribution