Various Algorithms for Regression
As you will see later, there are many algorithms for classification eg decision trees, svm, etc. But what we ignore is that most of these algorithms pack in a regressor along with their classifier as well. Here’s some of the classification algorithms which are good fore regression as well.
Decision Tree Regressor
from sklearn.tree import DecisionTreeRegressor
SVM Regressor
from sklearn.svm import SVR
Random Forest Regressor
from sklearn.ensemble import RandomForestRegressor
Read about the classifier algorithm here
Catboost Regressor
from catboost import CatBoostRegressor