Search for tag: "nearest neighbours"

Breaking ties between nearest neighbors

Breaking ties between nearest neighbors

From  Nigel Goddard on September 21st, 2016 1 likes 1,855 plays 0  

Computational complexity of finding nearest-neighbors

Computational complexity of finding nearest-neighbors

From  Nigel Goddard on September 21st, 2016 1 likes 2,168 plays 0  

Sensitivity to outliers

Sensitivity to outliers

From  Nigel Goddard on September 21st, 2016 1 likes 1,815 plays 0  

Inverted index

Inverted index

From  Nigel Goddard on September 21st, 2016 1 likes 1,718 plays 0  

Locality sensitive hashing (LSH)

Locality sensitive hashing (LSH)

From  Nigel Goddard on September 21st, 2016 1 likes 1,964 plays 0  

K-d tree algorithm

K-d tree algorithm

From  Nigel Goddard on September 21st, 2016 1 likes 2,089 plays 0  

Pros and cons of nearest-neighbor methods

Pros and cons of nearest-neighbor methods

From  Nigel Goddard on September 21st, 2016 1 likes 2,915 plays 0  

Parzen windows, kernels and SVM

Parzen windows, kernels and SVM

From  Nigel Goddard on September 21st, 2016 1 likes 2,136 plays 0  

Similarity distance

Similarity distance

From  Nigel Goddard on September 21st, 2016 2 likes 1,089 plays 0  

Number of nearest neighbors to use

Number of nearest neighbors to use

From  Nigel Goddard on September 21st, 2016 1 likes 1,938 plays 0  

Nearest-neighbor regression example

Nearest-neighbor regression example

From  Nigel Goddard on September 21st, 2016 1 likes 1,871 plays 0  

Nearest-neighbor regression algorithm

Nearest-neighbor regression algorithm

From  Nigel Goddard on September 21st, 2016 1 likes 1,815 plays 0  

MNIST digit recognition

MNIST digit recognition

From  Nigel Goddard on September 21st, 2016 1 likes 1,807 plays 0  

Nearest-neighbor classification algorithm

Nearest-neighbor classification algorithm

From  Nigel Goddard on September 21st, 2016 1 likes 1,855 plays 0  

Voronoi cells and decision boundary

Voronoi cells and decision boundary

From  Nigel Goddard on September 21st, 2016 2 likes 1,869 plays 0  

Intuition for the Nearest-Neighbor Method

Intuition for the Nearest-Neighbor Method

From  Nigel Goddard on September 21st, 2016 1 likes 1,882 plays 0