A brief overview of machine learning
Key tasks in machine Learning
-
Classification
-
Regression
How to choose a right algorithm
| Supervised learning tasks | |
|---|---|
| k-Nearest Neighbors | Linear |
| Naive Bayes | Locally weighted linear |
| Support vector machines | Ridge |
| Decision trees | Lasso |
| Unsupervised learning tasks | |
|---|---|
| k-Means | Expectation maximization |
| DBSCAN | Parzen window |
