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356,627 results
kernel ridge regression
gaussian process regression
kernel pca
kernel regression
kernel matrix
linux kernel
kernel density estimation
what is a kernel
gaussian kernel
gaussian mixture model
decision tree machine learning
cross validation
principal component analysis
kernel methods statquest
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.
389,229 views
3 years ago
The kernel trick enables machine learning algorithms to operate in high-dimensional spaces without explicitly computing ...
18,841 views
8 months ago
Some parametric methods, like polynomial regression and Support Vector Machines stand out as being very versatile. This is due ...
202,277 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 ...
240,307 views
5 years ago
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
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
Moving from support vector machines, we discuss the kernel trick using higher dimensions to make our classification Notebook(s) ...
35 views
6 years ago
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 ...
94,131 views
4 years ago
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
... understanding the Kernel Trick: https://blog.statsbot.co/support-vector-machines-tutorial-c1618e635e93 For a complete index of ...
1,670,100 views
Support Vector Machines use kernel functions to do all the hard work and this StatQuest dives deep into one of the most popular: ...
414,014 views
What is Kernel Trick in Support Vector Machine | How Kernel Trick works in SVM in Machine Learning by Mahesh Huddar In ...
127,041 views
2 years ago
SVM playlist: https://www.youtube.com/watch?v=Ham_XKCPR8Y&list=PLLCGSi_WZBNeMfLavsJdhQAf9_K-0DevT This series of ...
24,762 views
Each video is based on the corresponding subsection in my notes posted at ...
518 views