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359,417 results
gaussian process regression
kernel ridge regression
kernel regression
kernel pca
kernel matrix
what is a kernel
gaussian kernel
kernel density estimation
gaussian mixture model
decision tree machine learning
cross validation
kernel methods statquest
logistic regression
k-nearest neighbors
adaboost
naive bayes
radial basis function
SVM can only produce linear boundaries between classes by default, which not enough for most machine learning applications.
389,220 views
3 years ago
The kernel trick enables machine learning algorithms to operate in high-dimensional spaces without explicitly computing ...
18,836 views
8 months ago
Some parametric methods, like polynomial regression and Support Vector Machines stand out as being very versatile. This is due ...
202,276 views
7 years ago
This video is part of the Udacity course "Introduction to Computer Vision". Watch the full course at ...
70,568 views
10 years ago
This video is part of an online course, Intro to Machine Learning. Check out the course here: ...
126,915 views
*Related Videos* ▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭ The Kernel Trick: https://youtu.be/N_RQj4OL1mg ...
9,782 views
... problem 28:48 Apply kernels 28:56 Kernel trick 31:45 A kernel function 33:56 No free lunch theorem 34:40 Example of kernels ...
240,282 views
5 years ago
Abonnez-vous à la chaîne afin de me soutenir, grâce à votre abonnement vous allez faire grandir cette chaîne et me permettre de ...
1,924 views
La régression et la classification linéaire, parfois, ça ne marche pas. Quand c'est le cas, il existe une astuce pour garantir le fait ...
53,805 views
Kernel Methods - Extending SVM to infinite-dimensional spaces using the kernel trick, and to non-separable data using soft ...
229,917 views
13 years ago
While EDMD is a powerful method for approximating the Koopman operator from data, it has limitations. A major drawback is that ...
1,179 views
9 months ago
A backdoor into higher dimensions. SVM Dual Video: https://www.youtube.com/watch?v=6-ntMIaJpm0 My Patreon ...
94,126 views
4 years ago
Moving from support vector machines, we discuss the kernel trick using higher dimensions to make our classification Notebook(s) ...
35 views
6 years ago
... understanding the Kernel Trick: https://blog.statsbot.co/support-vector-machines-tutorial-c1618e635e93 For a complete index of ...
1,670,101 views
This video presents the kernel trick for SVM. This kernel trick allows to address underfitness of linear classifiers. Speaker and ...
5,352 views
9 years ago
See a new version of this video in HD: https://youtu.be/OdlNM96sHio A visual demonstration of the kernel trick in SVM. This short ...
478,561 views
18 years ago
A visual demonstration of the kernel trick in SVM. This short video demonstrates how vectors of two classes that cannot be linearly ...
33,036 views
SVM playlist: https://www.youtube.com/watch?v=Ham_XKCPR8Y&list=PLLCGSi_WZBNeMfLavsJdhQAf9_K-0DevT This series of ...
24,762 views
Behold! A magical towel to demonstrate the kernel trick that makes support vector machines (SVMs) tick. Be sure to watch this ...
4,427 views