Machine Learning Project development Step 2: Choice of algorithm based on Supervised Learning Algorithm:
Machine Learning Project development Step 2: Choice of algorithm based on Supervised Learning Algorithm: First step2 : Machine learning project development: Choose an algorithm if the project is coming under supervised learning There are many supervised algorithms. A supervised learning algorithm is divided into regression and classification. If the output is discrete or binary choose the classification algorithm and if it is continuous choose regression. So step 2 is -- Identify whether the problem is coming under regression or classification?. Choose the algorithm accordingly. Different algorithms are used for regression and classification problems. A few of them are listed below. Algorithm for regression analysis 1. Linear Regression 2. Decision tree regression 3. Random Forest 4. Gradient boosted trees 5. ...