Classification Regression Model

Model-Note	Status	Classification	Import Statement
📎 Logistic Regression Model	Done	Basic Linear Classifiers
📎 Naïve Bayes	Not started	Basic Linear Classifiers
📎 Support Vector Machines (SVM)	Done	Margin-Based Classifiers
📎 Decision Trees classification	Not started	Tree-Based Models
📎 RandomForestClassifier	Done	Tree-Based Models	`from sklearn.ensemble import RandomForestClassifier`
📎 ExtraTrees Classifier	Not started	Tree-Based Models	`from sklearn.ensemble import ExtraTreesClassifier`
📎 XGBoostClassifier	Not started	Boosting Algorithms
📎 LightGBMClassifier	Not started	Boosting Algorithms
📎 CatBoostClassifier	Not started	Boosting Algorithms
📎 GradientBoostingClassifier	Not started	Boosting Algorithms	`from sklearn.ensemble import GradientBoostingClassifier`
📎 AdaBoostClassifier	Not started	Boosting Algorithms	`from sklearn.ensemble import AdaBoostClassifier`
📎 HistGradientBoostingClassifier	Not started	Boosting Algorithms	`from sklearn.ensemble import HistGradientBoostingClassifier`
📎 BaggingClassifier	Not started	Ensemble Methods	`from sklearn.ensemble import BaggingClassifier`
📎 StackingClassifier	Not started	Ensemble Methods	`from sklearn.ensemble import StackingClassifier`
📎 VotingClassifier	Not started	Ensemble Methods	`from sklearn.ensemble import VotingClassifier`
📎 K-Nearest Neighbors classifier (KNN)	In progress	Distance-Based Models
📎 Neural Networks	Not started	Neural Networks