Search for tag: "neighbors"

ML5: K-Nearest Neighbours Classification

In this video, we introduce the simplest classifier: the K-Nearest Neighbours classifier. This classifier has no trainable parameters, and classifies test points by finding its closest training…

From  Elliot Crowley 0 likes 27 plays 0  

Supervised Learning

Supervised Learning

From  Matt Sanders 0 likes 694 plays 0  

Breaking ties between nearest neighbors

Breaking ties between nearest neighbors

From  Nigel Goddard 1 likes 2,511 plays 0  

Computational complexity of finding nearest-neighbors

Computational complexity of finding nearest-neighbors

From  Nigel Goddard 1 likes 2,788 plays 0  

Sensitivity to outliers

Sensitivity to outliers

From  Nigel Goddard 1 likes 2,407 plays 0  

Inverted index

Inverted index

From  Nigel Goddard 1 likes 2,249 plays 0  

Locality sensitive hashing (LSH)

Locality sensitive hashing (LSH)

From  Nigel Goddard 1 likes 2,557 plays 0  

K-d tree algorithm

K-d tree algorithm

From  Nigel Goddard 1 likes 2,723 plays 0  

Parzen windows, kernels and SVM

Parzen windows, kernels and SVM

From  Nigel Goddard 2 likes 2,815 plays 0  

Nearest-neighbor regression example

Nearest-neighbor regression example

From  Nigel Goddard 1 likes 2,481 plays 0  

Nearest-neighbor regression algorithm

Nearest-neighbor regression algorithm

From  Nigel Goddard 1 likes 2,400 plays 0  

MNIST digit recognition

MNIST digit recognition

From  Nigel Goddard 1 likes 2,417 plays 0  

Nearest-neighbor classification algorithm

Nearest-neighbor classification algorithm

From  Nigel Goddard 1 likes 2,466 plays 0  

How to Control Overfitting

How to Control Overfitting

From  Nigel Goddard 0 likes 3,376 plays 0