In this video I distinguish the two classical approaches for classification algorithms, the supervised and the unsupervised methods.
We provide one visual exemple on how both strategies works and suggest examples of algorithms of both types.
Videos about the mentioned supervised algorithms:
1. decision trees ( • How decision trees alg... )
2. random forests ( • How Random Forest algo... )
3. k nearest neighbors ( • How kNN algorithm works )
4. svm ( • How SVM (Support Vecto... )
5. neural networks ( • How ANN (Artificial Ne... )
Videos about the unsupervised algorithms:
1. k-means ( • How K-Means algorithm ... )
2. self organizing maps ( • How SOM (Self Organizi... )
3. expectation-maximization ( • Expectation-Maximizati... )
Негізгі бет How supervised and unsupervised classification algorithms work
Пікірлер: 16