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Machine Learning - Coggle Diagram
Machine Learning
Data Preprocessing
Handle Null Values
Remove Outlier
Encoding Categorical Features
Fix Imbalanced Data
Evaluation Metrics
F1 Score
Accuracy
Precision and Recall
Model
Classification
KNN
Random Forest
XGBoost
Decision Tree
Logistic Regression
Regression
Linear Regression
Polynomial Regression
Ridge