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 18 plays 0  

Supervised Learning

Supervised Learning

From  Dimitrios Doudesis 0 likes 456 plays 0  

Breaking ties between nearest neighbors

Breaking ties between nearest neighbors

From  Nigel Goddard 1 likes 2,351 plays 0  

Computational complexity of finding nearest-neighbors

Computational complexity of finding nearest-neighbors

From  Nigel Goddard 1 likes 2,654 plays 0  

Sensitivity to outliers

Sensitivity to outliers

From  Nigel Goddard 1 likes 2,269 plays 0  

Inverted index

Inverted index

From  Nigel Goddard 1 likes 2,135 plays 0  

Locality sensitive hashing (LSH)

Locality sensitive hashing (LSH)

From  Nigel Goddard 1 likes 2,432 plays 0  

K-d tree algorithm

K-d tree algorithm

From  Nigel Goddard 1 likes 2,585 plays 0  

Parzen windows, kernels and SVM

Parzen windows, kernels and SVM

From  Nigel Goddard 1 likes 2,668 plays 0  

Nearest-neighbor regression example

Nearest-neighbor regression example

From  Nigel Goddard 1 likes 2,341 plays 0  

Nearest-neighbor regression algorithm

Nearest-neighbor regression algorithm

From  Nigel Goddard 1 likes 2,273 plays 0  

MNIST digit recognition

MNIST digit recognition

From  Nigel Goddard 1 likes 2,283 plays 0  

Nearest-neighbor classification algorithm

Nearest-neighbor classification algorithm

From  Nigel Goddard 1 likes 2,334 plays 0  

How to Control Overfitting

How to Control Overfitting

From  Nigel Goddard 0 likes 3,101 plays 0